20250722 Root Atlas cNMF GEP GO analysis¶
This runs within the muscat Conda environment Analyzes the results in 20250722_root_atlas_cnmf.ipynb
In [1]:
# Check the conda env running, it's important that you're running in the correct conda env
# Don't change anything here
Sys.getenv("CONDA_DEFAULT_ENV")
'muscat'
In [2]:
# Change the path to your own directory
rm(list=ls())
setwd('/resnick/groups/NolanLab/cchen/mannitol/cnmf/20250722_root_atlas_cnmf')
In [3]:
# Load the libraries
# Don't change anything here
suppressMessages(library(GeneOverlap))
suppressMessages(library(gprofiler2))
suppressMessages(library(tidyverse))
suppressMessages(library(ComplexHeatmap))
suppressMessages(library(circlize))
suppressMessages(library(Seurat))
In [4]:
# Check the loaded packages and their versions.
# # Be sure to execute this! It's important for reproducibility and debugging
# Don't change anything here
sessionInfo()
R version 4.3.3 (2024-02-29) Platform: x86_64-conda-linux-gnu (64-bit) Running under: Red Hat Enterprise Linux 9.5 (Plow) Matrix products: default BLAS/LAPACK: /resnick/groups/NolanLab/cchen/miniconda3/envs/muscat/lib/libopenblasp-r0.3.27.so; LAPACK version 3.12.0 locale: [1] LC_CTYPE=C.UTF-8 LC_NUMERIC=C [3] LC_TIME=en_US.UTF-8 LC_COLLATE=en_US.UTF-8 [5] LC_MONETARY=en_US.UTF-8 LC_MESSAGES=en_US.UTF-8 [7] LC_PAPER=en_US.UTF-8 LC_NAME=C [9] LC_ADDRESS=C LC_TELEPHONE=C [11] LC_MEASUREMENT=en_US.UTF-8 LC_IDENTIFICATION=C time zone: America/Los_Angeles tzcode source: system (glibc) attached base packages: [1] grid stats graphics grDevices utils datasets methods [8] base other attached packages: [1] Seurat_5.2.1 SeuratObject_5.0.2 sp_2.2-0 [4] circlize_0.4.16 ComplexHeatmap_2.18.0 lubridate_1.9.4 [7] forcats_1.0.0 stringr_1.5.1 dplyr_1.1.4 [10] purrr_1.0.2 readr_2.1.5 tidyr_1.3.1 [13] tibble_3.2.1 ggplot2_3.5.1 tidyverse_2.0.0 [16] gprofiler2_0.2.3 GeneOverlap_1.38.0 loaded via a namespace (and not attached): [1] RColorBrewer_1.1-3 jsonlite_1.9.1 shape_1.4.6.1 [4] magrittr_2.0.3 spatstat.utils_3.1-2 farver_2.1.2 [7] GlobalOptions_0.1.2 vctrs_0.6.5 ROCR_1.0-11 [10] spatstat.explore_3.3-4 base64enc_0.1-3 htmltools_0.5.8.1 [13] sctransform_0.4.1 parallelly_1.38.0 KernSmooth_2.23-24 [16] htmlwidgets_1.6.4 ica_1.0-3 plyr_1.8.9 [19] plotly_4.10.4 zoo_1.8-13 uuid_1.2-1 [22] igraph_2.1.4 mime_0.12 lifecycle_1.0.4 [25] iterators_1.0.14 pkgconfig_2.0.3 Matrix_1.6-5 [28] R6_2.5.1 fastmap_1.2.0 fitdistrplus_1.2-2 [31] future_1.34.0 shiny_1.10.0 clue_0.3-65 [34] digest_0.6.37 colorspace_2.1-1 patchwork_1.3.0 [37] S4Vectors_0.40.2 tensor_1.5 RSpectra_0.16-2 [40] irlba_2.3.5.1 progressr_0.15.1 spatstat.sparse_3.1-0 [43] fansi_1.0.6 timechange_0.3.0 polyclip_1.10-7 [46] abind_1.4-5 httr_1.4.7 compiler_4.3.3 [49] withr_3.0.2 doParallel_1.0.17 fastDummies_1.7.5 [52] gplots_3.1.3.1 MASS_7.3-60.0.1 rjson_0.2.21 [55] gtools_3.9.5 caTools_1.18.2 tools_4.3.3 [58] lmtest_0.9-40 httpuv_1.6.15 future.apply_1.11.2 [61] goftest_1.2-3 glue_1.7.0 nlme_3.1-165 [64] promises_1.3.2 pbdZMQ_0.3-13 Rtsne_0.17 [67] cluster_2.1.6 reshape2_1.4.4 generics_0.1.3 [70] spatstat.data_3.1-4 gtable_0.3.5 tzdb_0.4.0 [73] data.table_1.15.4 hms_1.1.3 utf8_1.2.4 [76] spatstat.geom_3.3-5 BiocGenerics_0.48.1 RcppAnnoy_0.0.22 [79] ggrepel_0.9.5 RANN_2.6.2 foreach_1.5.2 [82] pillar_1.9.0 spam_2.11-1 IRdisplay_1.1 [85] RcppHNSW_0.6.0 later_1.4.1 splines_4.3.3 [88] lattice_0.22-6 deldir_2.0-4 survival_3.8-3 [91] tidyselect_1.2.1 miniUI_0.1.1.1 pbapply_1.7-2 [94] gridExtra_2.3 IRanges_2.36.0 scattermore_1.2 [97] stats4_4.3.3 matrixStats_1.3.0 stringi_1.8.4 [100] lazyeval_0.2.2 evaluate_1.0.3 codetools_0.2-20 [103] cli_3.6.3 uwot_0.1.16 IRkernel_1.3.2 [106] xtable_1.8-4 reticulate_1.41.0.1 repr_1.1.7 [109] munsell_0.5.1 Rcpp_1.0.13 spatstat.random_3.3-2 [112] globals_0.16.3 png_0.1-8 spatstat.univar_3.1-2 [115] parallel_4.3.3 dotCall64_1.2 bitops_1.0-8 [118] listenv_0.9.1 viridisLite_0.4.2 scales_1.3.0 [121] ggridges_0.5.6 crayon_1.5.3 GetoptLong_1.0.5 [124] rlang_1.1.4 cowplot_1.1.3
In [5]:
# Read in GEP score
GEP_score_raw <- read.table("20250722_root_atlas_cnmf_parallel/20250722_root_atlas_cnmf_parallel.gene_spectra_score.k_30.dt_0_1.txt",
header = T)
In [6]:
head(GEP_score_raw, 3)
| AT1G01010 | AT1G01020 | AT1G03987 | AT1G01030 | AT1G01040 | AT1G01050 | AT1G01060 | AT1G01070 | AT1G04003 | AT1G01080 | ⋯ | AT2G07860 | AT2G08040 | AT2G39851 | AT2G42835 | AT4G03580 | AT4G04815 | AT4G08485 | AT4G06380 | AT4G21030 | AT4G09045 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | -0.0009181087 | -3.582355e-05 | -6.010676e-06 | 5.955127e-05 | -3.277432e-04 | 0.0007601265 | -3.389594e-04 | -0.0003825735 | -3.540773e-06 | -0.0002075873 | ⋯ | 0 | -6.079081e-05 | 0 | 0 | -2.652584e-05 | 9.547121e-05 | 0 | -3.885398e-05 | 0 | 9.241401e-06 |
| 2 | -0.0004486164 | 2.682098e-04 | -4.108028e-06 | -1.261800e-04 | -9.303128e-05 | 0.0012164017 | 5.476103e-05 | -0.0001940035 | -1.323077e-05 | 0.0001045421 | ⋯ | 0 | 3.285920e-04 | 0 | 0 | 1.495957e-05 | -1.505614e-05 | 0 | 5.341547e-05 | 0 | -3.415716e-06 |
| 3 | -0.0009037018 | -2.327463e-04 | 4.602577e-05 | 9.230912e-05 | -1.327719e-04 | -0.0007541299 | -5.152976e-04 | -0.0004510174 | -2.586985e-05 | -0.0002557728 | ⋯ | 0 | 3.557958e-06 | 0 | 0 | 7.854490e-05 | -2.970420e-05 | 0 | 2.710244e-06 | 0 | -1.305505e-05 |
In [7]:
GEP_score <- as.data.frame(t(GEP_score_raw))
In [8]:
head(GEP_score, 3)
| 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | ⋯ | 21 | 22 | 23 | 24 | 25 | 26 | 27 | 28 | 29 | 30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| AT1G01010 | -9.181087e-04 | -4.486164e-04 | -9.037018e-04 | 5.322456e-05 | 1.878345e-05 | -1.629325e-04 | -5.377264e-04 | -5.258016e-04 | 2.931742e-03 | -6.148138e-05 | ⋯ | -2.979482e-06 | -6.110111e-04 | -1.510016e-04 | 1.029368e-04 | -2.267858e-04 | 3.507503e-04 | -1.677782e-04 | -1.491155e-04 | -1.151191e-04 | 2.233542e-04 |
| AT1G01020 | -3.582355e-05 | 2.682098e-04 | -2.327463e-04 | -1.341628e-04 | 7.734951e-04 | -1.128617e-04 | 1.238245e-04 | -4.020132e-04 | 2.879971e-04 | -1.836733e-04 | ⋯ | 2.454857e-04 | -2.581357e-05 | -1.463696e-04 | 1.477867e-04 | 1.615548e-04 | 3.322189e-04 | -3.408717e-05 | 1.418923e-04 | 7.106826e-05 | -2.479525e-05 |
| AT1G03987 | -6.010676e-06 | -4.108028e-06 | 4.602577e-05 | -1.051816e-05 | -7.882518e-06 | -8.413725e-06 | -1.071538e-05 | -1.024367e-05 | -7.762036e-06 | 7.104151e-08 | ⋯ | -8.789088e-06 | -4.693212e-06 | -4.245099e-06 | -8.146777e-06 | -1.398544e-06 | 9.708034e-07 | -3.479765e-06 | -6.700524e-06 | -8.340389e-07 | -8.712404e-07 |
In [9]:
colnames(GEP_score) <- paste0("GEP_", colnames(GEP_score))
In [10]:
head(GEP_score, 3)
| GEP_1 | GEP_2 | GEP_3 | GEP_4 | GEP_5 | GEP_6 | GEP_7 | GEP_8 | GEP_9 | GEP_10 | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| AT1G01010 | -9.181087e-04 | -4.486164e-04 | -9.037018e-04 | 5.322456e-05 | 1.878345e-05 | -1.629325e-04 | -5.377264e-04 | -5.258016e-04 | 2.931742e-03 | -6.148138e-05 | ⋯ | -2.979482e-06 | -6.110111e-04 | -1.510016e-04 | 1.029368e-04 | -2.267858e-04 | 3.507503e-04 | -1.677782e-04 | -1.491155e-04 | -1.151191e-04 | 2.233542e-04 |
| AT1G01020 | -3.582355e-05 | 2.682098e-04 | -2.327463e-04 | -1.341628e-04 | 7.734951e-04 | -1.128617e-04 | 1.238245e-04 | -4.020132e-04 | 2.879971e-04 | -1.836733e-04 | ⋯ | 2.454857e-04 | -2.581357e-05 | -1.463696e-04 | 1.477867e-04 | 1.615548e-04 | 3.322189e-04 | -3.408717e-05 | 1.418923e-04 | 7.106826e-05 | -2.479525e-05 |
| AT1G03987 | -6.010676e-06 | -4.108028e-06 | 4.602577e-05 | -1.051816e-05 | -7.882518e-06 | -8.413725e-06 | -1.071538e-05 | -1.024367e-05 | -7.762036e-06 | 7.104151e-08 | ⋯ | -8.789088e-06 | -4.693212e-06 | -4.245099e-06 | -8.146777e-06 | -1.398544e-06 | 9.708034e-07 | -3.479765e-06 | -6.700524e-06 | -8.340389e-07 | -8.712404e-07 |
In [11]:
GEP_score <- GEP_score %>%
rownames_to_column("gene_ID")
In [12]:
head(GEP_score, 3)
| gene_ID | GEP_1 | GEP_2 | GEP_3 | GEP_4 | GEP_5 | GEP_6 | GEP_7 | GEP_8 | GEP_9 | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | AT1G01010 | -9.181087e-04 | -4.486164e-04 | -9.037018e-04 | 5.322456e-05 | 1.878345e-05 | -1.629325e-04 | -5.377264e-04 | -5.258016e-04 | 2.931742e-03 | ⋯ | -2.979482e-06 | -6.110111e-04 | -1.510016e-04 | 1.029368e-04 | -2.267858e-04 | 3.507503e-04 | -1.677782e-04 | -1.491155e-04 | -1.151191e-04 | 2.233542e-04 |
| 2 | AT1G01020 | -3.582355e-05 | 2.682098e-04 | -2.327463e-04 | -1.341628e-04 | 7.734951e-04 | -1.128617e-04 | 1.238245e-04 | -4.020132e-04 | 2.879971e-04 | ⋯ | 2.454857e-04 | -2.581357e-05 | -1.463696e-04 | 1.477867e-04 | 1.615548e-04 | 3.322189e-04 | -3.408717e-05 | 1.418923e-04 | 7.106826e-05 | -2.479525e-05 |
| 3 | AT1G03987 | -6.010676e-06 | -4.108028e-06 | 4.602577e-05 | -1.051816e-05 | -7.882518e-06 | -8.413725e-06 | -1.071538e-05 | -1.024367e-05 | -7.762036e-06 | ⋯ | -8.789088e-06 | -4.693212e-06 | -4.245099e-06 | -8.146777e-06 | -1.398544e-06 | 9.708034e-07 | -3.479765e-06 | -6.700524e-06 | -8.340389e-07 | -8.712404e-07 |
In [13]:
sum(is.na(GEP_score))
0
In [14]:
GEP_list <- list()
for (i in seq(1,30)){
ls <- GEP_score %>% arrange(desc(GEP_score[[i+1]])) %>% slice_head(n = 9) %>% select(gene_ID)
GEP_list <- append(GEP_list, list(ls$gene_ID))
}
In [15]:
names(GEP_list) <- paste0("GEP_",seq(1,30))
In [16]:
GEP_list
- $GEP_1
-
- 'AT5G10130'
- 'AT1G54010'
- 'AT4G37160'
- 'AT2G43610'
- 'AT2G23630'
- 'AT5G58784'
- 'AT1G28290'
- 'AT1G54030'
- 'AT1G80240'
- $GEP_2
-
- 'AT2G19730'
- 'AT5G02960'
- 'AT3G62870'
- 'AT5G15200'
- 'AT4G16720'
- 'AT3G09200'
- 'AT2G32060'
- 'AT3G07110'
- 'AT5G27850'
- $GEP_3
-
- 'AT1G50060'
- 'AT4G27400'
- 'AT1G25275'
- 'AT3G61930'
- 'AT5G54370'
- 'AT2G36950'
- 'AT5G20230'
- 'AT5G64250'
- 'AT4G17500'
- $GEP_4
-
- 'AT1G77690'
- 'AT2G13820'
- 'AT1G12080'
- 'AT5G03960'
- 'AT2G46890'
- 'AT5G05690'
- 'AT1G19968'
- 'AT3G18780'
- 'AT3G48970'
- $GEP_5
-
- 'AT1G03850'
- 'AT2G43820'
- 'AT5G17460'
- 'AT5G49450'
- 'AT4G33666'
- 'AT4G33467'
- 'AT5G63600'
- 'AT2G15960'
- 'AT5G03210'
- $GEP_6
-
- 'AT1G12090'
- 'AT2G45180'
- 'AT1G20190'
- 'AT5G13930'
- 'AT1G76090'
- 'AT1G20010'
- 'AT1G12845'
- 'AT1G78570'
- 'AT2G06850'
- $GEP_7
-
- 'AT1G05660'
- 'AT2G43890'
- 'AT3G08030'
- 'AT2G33790'
- 'AT1G13590'
- 'AT5G40330'
- 'AT3G21680'
- 'AT3G28910'
- 'AT1G53130'
- $GEP_8
-
- 'AT4G30450'
- 'AT4G33550'
- 'AT1G20160'
- 'AT3G53980'
- 'AT2G30860'
- 'AT4G30460'
- 'AT1G02500'
- 'AT3G25190'
- 'AT1G22410'
- $GEP_9
-
- 'AT3G60450'
- 'AT3G03990'
- 'AT1G10370'
- 'AT2G30400'
- 'AT3G16330'
- 'AT2G22860'
- 'AT2G38240'
- 'AT1G76410'
- 'AT5G15960'
- $GEP_10
-
- 'AT1G05260'
- 'AT4G11290'
- 'AT5G57620'
- 'AT2G22000'
- 'AT4G05100'
- 'AT2G14900'
- 'AT5G65790'
- 'AT4G22110'
- 'AT1G69930'
- $GEP_11
-
- 'AT2G39530'
- 'AT1G65310'
- 'AT1G06120'
- 'AT5G46900'
- 'AT4G22666'
- 'AT1G70850'
- 'AT4G23400'
- 'AT4G30280'
- 'AT4G12510'
- $GEP_12
-
- 'AT5G19240'
- 'AT1G13930'
- 'AT4G37010'
- 'AT5G15180'
- 'AT4G13860'
- 'AT1G79040'
- 'AT3G44310'
- 'AT3G14850'
- 'AT5G09978'
- $GEP_13
-
- 'AT5G47920'
- 'AT1G26450'
- 'AT3G14780'
- 'AT5G37660'
- 'AT5G24800'
- 'AT4G23410'
- 'AT3G15680'
- 'AT4G18340'
- 'AT5G23370'
- $GEP_14
-
- 'AT5G57560'
- 'AT4G27280'
- 'AT5G42380'
- 'AT3G57450'
- 'AT1G07135'
- 'AT2G02010'
- 'AT5G54490'
- 'AT2G26530'
- 'AT3G23250'
- $GEP_15
-
- 'AT2G36100'
- 'AT4G17215'
- 'AT5G42180'
- 'AT1G30750'
- 'AT2G32300'
- 'AT1G61590'
- 'AT3G11550'
- 'AT5G65530'
- 'AT2G40113'
- $GEP_16
-
- 'AT3G16440'
- 'AT3G20160'
- 'AT1G47600'
- 'AT1G06090'
- 'AT3G06460'
- 'AT1G51470'
- 'AT3G49190'
- 'AT2G23410'
- 'AT3G03500'
- $GEP_17
-
- 'AT2G47540'
- 'AT4G22217'
- 'AT1G53680'
- 'AT1G27140'
- 'AT3G16390'
- 'AT3G02230'
- 'AT1G23750'
- 'AT4G01480'
- 'AT5G11440'
- $GEP_18
-
- 'AT2G04025'
- 'AT4G34970'
- 'AT1G04610'
- 'AT5G57420'
- 'AT1G18265'
- 'AT2G28900'
- 'AT1G13620'
- 'AT3G60650'
- 'AT1G18250'
- $GEP_19
-
- 'AT1G54575'
- 'AT5G04080'
- 'AT5G43380'
- 'AT5G63850'
- 'AT5G27690'
- 'AT5G02600'
- 'AT5G50720'
- 'AT3G04300'
- 'AT2G16740'
- $GEP_20
-
- 'AT4G40090'
- 'AT4G02270'
- 'AT1G62980'
- 'AT4G25820'
- 'AT2G03720'
- 'AT4G00680'
- 'AT5G67400'
- 'AT4G30320'
- 'AT3G60280'
- $GEP_21
-
- 'AT5G12020'
- 'AT5G12030'
- 'AT1G54050'
- 'AT2G29500'
- 'AT1G53540'
- 'AT4G25200'
- 'AT1G07400'
- 'AT2G26150'
- 'AT3G24500'
- $GEP_22
-
- 'AT5G02640'
- 'AT5G50950'
- 'AT1G55210'
- 'AT1G68810'
- 'AT3G21270'
- 'AT4G36160'
- 'AT4G23690'
- 'AT3G10080'
- 'AT1G03820'
- $GEP_23
-
- 'AT2G28760'
- 'AT2G28315'
- 'AT5G12870'
- 'AT4G18780'
- 'AT5G15630'
- 'AT3G53620'
- 'AT5G67230'
- 'AT2G17710'
- 'AT3G27200'
- $GEP_24
-
- 'AT5G65360'
- 'AT1G07820'
- 'AT3G27360'
- 'AT3G45980'
- 'AT5G10400'
- 'AT1G54690'
- 'AT2G28740'
- 'AT5G59870'
- 'AT3G53650'
- $GEP_25
-
- 'AT4G13420'
- 'AT4G22690'
- 'AT1G67980'
- 'AT1G02930'
- 'AT3G47480'
- 'AT3G60415'
- 'AT2G30750'
- 'AT2G43510'
- 'AT1G02920'
- $GEP_26
-
- 'AT3G01940'
- 'AT3G01680'
- 'AT3G17730'
- 'AT5G46530'
- 'AT1G29520'
- 'AT5G18970'
- 'AT1G08160'
- 'AT3G49360'
- 'AT1G06490'
- $GEP_27
-
- 'AT5G48920'
- 'AT4G22920'
- 'AT1G43790'
- 'AT3G21550'
- 'AT4G18425'
- 'AT5G59845'
- 'AT5G07080'
- 'AT3G49070'
- 'AT5G19870'
- $GEP_28
-
- 'AT1G50490'
- 'AT5G16250'
- 'AT3G51280'
- 'AT5G66230'
- 'AT3G11520'
- 'AT5G06150'
- 'AT3G51720'
- 'AT4G31840'
- 'AT5G15510'
- $GEP_29
-
- 'AT1G61760'
- 'AT1G54400'
- 'AT2G34530'
- 'AT5G41470'
- 'AT4G00890'
- 'AT2G42820'
- 'AT1G77700'
- 'AT3G13590'
- 'AT3G18260'
- $GEP_30
-
- 'AT1G64000'
- 'AT5G09530'
- 'AT4G38080'
- 'AT1G55990'
- 'AT4G14440'
- 'AT3G06390'
- 'AT3G51642'
- 'AT1G03700'
- 'AT3G55870'
In [17]:
## Top 9 genes for each GEP will be unique
sum(sort(table(as.character(unlist(GEP_list))))>1)
0
In [18]:
length(as.character(unlist(GEP_list)))
270
In [19]:
## For GO analysis, choose top 200 genes for each GEP
GEP_list <- list()
for (i in seq(1,30)){
ls <- GEP_score %>% arrange(desc(GEP_score[[i+1]])) %>% slice_head(n = 200) %>% select(gene_ID)
GEP_list <- append(GEP_list, list(ls$gene_ID))
}
In [20]:
names(GEP_list) <- paste0("GEP_",seq(1,30))
In [21]:
GEP_list
- $GEP_1
-
- 'AT5G10130'
- 'AT1G54010'
- 'AT4G37160'
- 'AT2G43610'
- 'AT2G23630'
- 'AT5G58784'
- 'AT1G28290'
- 'AT1G54030'
- 'AT1G80240'
- 'AT3G04320'
- 'AT5G35940'
- 'AT3G16410'
- 'AT2G43600'
- 'AT5G13870'
- 'AT2G41800'
- 'AT4G15300'
- 'AT2G47140'
- 'AT2G17280'
- 'AT5G12940'
- 'AT2G04160'
- 'AT5G62340'
- 'AT1G14220'
- 'AT1G06330'
- 'AT4G23590'
- 'AT4G01770'
- 'AT4G01950'
- 'AT3G14530'
- 'AT1G54000'
- 'AT1G07175'
- 'AT1G78340'
- 'AT5G60520'
- 'AT3G29430'
- 'AT2G30340'
- 'AT5G26260'
- 'AT4G21902'
- 'AT4G14560'
- 'AT5G26280'
- 'AT4G38140'
- 'AT4G10350'
- 'AT1G44318'
- 'AT2G25980'
- 'AT5G47950'
- 'AT4G24340'
- 'AT1G66280'
- 'AT3G14550'
- 'AT4G15350'
- 'AT5G02260'
- 'AT4G15215'
- 'AT3G20940'
- 'AT1G12740'
- 'AT5G40780'
- 'AT1G66400'
- 'AT3G16420'
- 'AT1G66800'
- 'AT3G16450'
- 'AT1G44760'
- 'AT5G44440'
- 'AT2G43535'
- 'AT5G36880'
- 'AT4G01240'
- 'AT1G14080'
- 'AT3G16430'
- 'AT5G63650'
- 'AT4G16500'
- 'AT5G26230'
- 'AT1G72140'
- 'AT4G30610'
- 'AT5G23210'
- 'AT2G39350'
- 'AT2G35770'
- 'AT4G30810'
- 'AT1G01720'
- 'AT1G22190'
- 'AT5G24070'
- 'AT4G20000'
- 'AT5G08590'
- 'AT5G66690'
- 'AT5G66800'
- 'AT5G41810'
- 'AT4G36010'
- 'AT4G31320'
- 'AT4G24275'
- 'AT3G10720'
- 'AT4G00360'
- 'AT1G02390'
- 'AT3G62650'
- 'AT2G40470'
- 'AT3G51600'
- 'AT4G00400'
- 'AT3G14510'
- 'AT4G30080'
- 'AT1G33750'
- 'AT5G23820'
- 'AT1G31950'
- 'AT2G45050'
- 'AT1G73340'
- 'AT4G36250'
- 'AT1G47620'
- 'AT4G11610'
- 'AT1G23160'
- 'AT3G15950'
- 'AT2G23110'
- 'AT3G47380'
- 'AT1G75710'
- 'AT3G16460'
- 'AT1G65730'
- 'AT2G38750'
- 'AT3G46080'
- 'AT1G74490'
- 'AT5G45280'
- 'AT1G52690'
- 'AT5G15265'
- 'AT1G76600'
- 'AT1G55850'
- 'AT3G45730'
- 'AT2G32190'
- 'AT5G57090'
- 'AT3G07320'
- 'AT1G69040'
- 'AT3G46700'
- 'AT3G53990'
- 'AT3G04330'
- 'AT1G53700'
- 'AT5G39080'
- 'AT1G52060'
- 'AT5G15940'
- 'AT1G62570'
- 'AT1G48330'
- 'AT2G41290'
- 'AT5G37770'
- 'AT4G00080'
- 'AT3G59850'
- 'AT1G16905'
- 'AT4G31290'
- 'AT5G66460'
- 'AT5G42630'
- 'AT1G05530'
- 'AT4G37770'
- 'AT5G10480'
- 'AT1G79580'
- 'AT5G14730'
- 'AT5G48900'
- 'AT3G45600'
- 'AT5G59030'
- 'AT3G05500'
- 'AT5G18310'
- 'AT2G38940'
- 'AT5G56980'
- 'AT2G43290'
- 'AT1G76680'
- 'AT4G20820'
- 'AT2G14960'
- 'AT3G12955'
- 'AT2G39200'
- 'AT3G02110'
- 'AT1G50720'
- 'AT1G56630'
- 'AT3G15810'
- 'AT3G19930'
- 'AT2G40475'
- 'AT5G07040'
- 'AT1G32540'
- 'AT2G22770'
- 'AT1G20696'
- 'AT2G45400'
- 'AT3G50740'
- 'AT2G32210'
- 'AT4G04745'
- 'AT1G52910'
- 'AT3G23470'
- 'AT1G10560'
- 'AT3G10815'
- 'AT3G29250'
- 'AT2G19460'
- 'AT5G23840'
- 'AT4G39660'
- 'AT1G80830'
- 'AT5G06320'
- 'AT3G49630'
- 'AT5G08790'
- 'AT3G30775'
- 'AT2G20515'
- 'AT1G67730'
- 'AT1G07280'
- 'AT5G14750'
- 'AT3G09260'
- 'AT5G05410'
- 'AT3G44450'
- 'AT4G15760'
- 'AT2G30130'
- 'AT4G22010'
- 'AT3G45310'
- 'AT5G24610'
- 'AT1G65980'
- 'AT5G42600'
- 'AT1G14210'
- 'AT5G65683'
- 'AT2G24570'
- 'AT1G18210'
- 'AT3G23410'
- $GEP_2
-
- 'AT2G19730'
- 'AT5G02960'
- 'AT3G62870'
- 'AT5G15200'
- 'AT4G16720'
- 'AT3G09200'
- 'AT2G32060'
- 'AT3G07110'
- 'AT5G27850'
- 'AT4G18730'
- 'AT1G02780'
- 'AT4G27090'
- 'AT5G16130'
- 'AT5G20290'
- 'AT2G39460'
- 'AT2G01250'
- 'AT2G18020'
- 'AT5G23740'
- 'AT1G77940'
- 'AT4G17390'
- 'AT1G27400'
- 'AT1G15930'
- 'AT3G55750'
- 'AT1G08360'
- 'AT2G34480'
- 'AT3G56340'
- 'AT3G53740'
- 'AT3G60245'
- 'AT3G62250'
- 'AT5G39740'
- 'AT2G27530'
- 'AT5G61170'
- 'AT1G14320'
- 'AT3G16080'
- 'AT2G21580'
- 'AT1G22780'
- 'AT2G36160'
- 'AT3G09500'
- 'AT1G48630'
- 'AT2G37270'
- 'AT5G47700'
- 'AT5G56710'
- 'AT2G36620'
- 'AT5G47930'
- 'AT1G09690'
- 'AT1G34030'
- 'AT5G18380'
- 'AT1G70600'
- 'AT5G04800'
- 'AT5G45775'
- 'AT3G60770'
- 'AT3G02560'
- 'AT3G28900'
- 'AT3G59540'
- 'AT5G27700'
- 'AT1G72370'
- 'AT5G41520'
- 'AT3G22230'
- 'AT3G47370'
- 'AT5G60670'
- 'AT3G25520'
- 'AT3G04840'
- 'AT5G58420'
- 'AT4G39200'
- 'AT5G28060'
- 'AT2G43460'
- 'AT4G00100'
- 'AT4G25740'
- 'AT1G57660'
- 'AT3G23390'
- 'AT4G10450'
- 'AT3G52590'
- 'AT1G33120'
- 'AT4G31700'
- 'AT3G04400'
- 'AT5G52650'
- 'AT1G43170'
- 'AT4G18100'
- 'AT4G12600'
- 'AT3G45030'
- 'AT2G44120'
- 'AT1G69620'
- 'AT3G53020'
- 'AT3G11510'
- 'AT1G04480'
- 'AT2G37190'
- 'AT1G33140'
- 'AT5G22440'
- 'AT3G05560'
- 'AT4G36130'
- 'AT3G18740'
- 'AT4G00810'
- 'AT3G55280'
- 'AT5G64140'
- 'AT2G47610'
- 'AT3G06700'
- 'AT4G15000'
- 'AT1G09590'
- 'AT5G57290'
- 'AT5G59850'
- 'AT2G33370'
- 'AT2G36170'
- 'AT3G11940'
- 'AT5G02610'
- 'AT2G41840'
- 'AT3G05590'
- 'AT3G61110'
- 'AT5G27770'
- 'AT1G04270'
- 'AT5G09510'
- 'AT5G03850'
- 'AT1G67430'
- 'AT3G02080'
- 'AT2G19750'
- 'AT2G25210'
- 'AT1G41880'
- 'AT3G48930'
- 'AT2G05220'
- 'AT5G19510'
- 'AT2G31610'
- 'AT3G24830'
- 'AT1G01100'
- 'AT5G60390'
- 'AT1G17880'
- 'AT5G56670'
- 'AT2G09990'
- 'AT2G19740'
- 'AT5G62300'
- 'AT2G40510'
- 'AT5G02450'
- 'AT2G39390'
- 'AT4G14320'
- 'AT3G14600'
- 'AT1G30230'
- 'AT1G52300'
- 'AT1G57860'
- 'AT1G73230'
- 'AT4G34670'
- 'AT5G23900'
- 'AT3G04920'
- 'AT2G47110'
- 'AT1G26880'
- 'AT3G18130'
- 'AT5G07090'
- 'AT2G17360'
- 'AT3G06680'
- 'AT4G26230'
- 'AT5G10360'
- 'AT4G33865'
- 'AT4G29410'
- 'AT5G08180'
- 'AT3G46560'
- 'AT4G10480'
- 'AT3G53870'
- 'AT3G53430'
- 'AT1G14980'
- 'AT2G27720'
- 'AT5G67510'
- 'AT2G27710'
- 'AT4G09800'
- 'AT2G40590'
- 'AT5G35530'
- 'AT3G49910'
- 'AT2G20450'
- 'AT1G49410'
- 'AT1G74270'
- 'AT3G58700'
- 'AT1G29250'
- 'AT5G22650'
- 'AT3G49010'
- 'AT4G25630'
- 'AT3G53890'
- 'AT1G58380'
- 'AT3G23830'
- 'AT4G31985'
- 'AT3G03920'
- 'AT3G44010'
- 'AT5G48760'
- 'AT1G18080'
- 'AT2G20490'
- 'AT2G04390'
- 'AT5G47210'
- 'AT2G29530'
- 'AT3G15357'
- 'AT3G56070'
- 'AT1G25260'
- 'AT3G62530'
- 'AT1G48830'
- 'AT4G13170'
- 'AT1G74060'
- 'AT2G46280'
- 'AT1G74050'
- 'AT4G29390'
- 'AT2G40205'
- 'AT2G44860'
- 'AT4G15910'
- 'AT2G16600'
- 'AT3G46040'
- 'AT4G13850'
- 'AT5G02870'
- $GEP_3
-
- 'AT1G50060'
- 'AT4G27400'
- 'AT1G25275'
- 'AT3G61930'
- 'AT5G54370'
- 'AT2G36950'
- 'AT5G20230'
- 'AT5G64250'
- 'AT4G17500'
- 'AT5G55110'
- 'AT2G21610'
- 'AT4G17490'
- 'AT4G17940'
- 'AT2G47485'
- 'AT1G05010'
- 'AT1G52070'
- 'AT1G33590'
- 'AT1G66580'
- 'AT4G08555'
- 'AT4G15530'
- 'AT5G35735'
- 'AT4G01870'
- 'AT4G26880'
- 'AT5G53460'
- 'AT2G24850'
- 'AT5G05730'
- 'AT1G55920'
- 'AT3G19430'
- 'AT3G19010'
- 'AT5G20045'
- 'AT1G71140'
- 'AT5G43580'
- 'AT2G29420'
- 'AT1G47510'
- 'AT3G12490'
- 'AT1G03220'
- 'AT2G45790'
- 'AT1G78380'
- 'AT3G56170'
- 'AT1G17180'
- 'AT2G15480'
- 'AT4G23920'
- 'AT3G07390'
- 'AT1G22880'
- 'AT1G07590'
- 'AT1G74010'
- 'AT5G05600'
- 'AT1G22400'
- 'AT3G23920'
- 'AT1G52050'
- 'AT1G32700'
- 'AT1G76680'
- 'AT1G62300'
- 'AT2G43000'
- 'AT5G67080'
- 'AT5G50200'
- 'AT5G57010'
- 'AT5G48180'
- 'AT5G47050'
- 'AT1G21350'
- 'AT5G19440'
- 'AT1G78850'
- 'AT3G52450'
- 'AT4G18450'
- 'AT4G02380'
- 'AT4G11360'
- 'AT4G36040'
- 'AT1G01470'
- 'AT3G54150'
- 'AT1G67070'
- 'AT2G43060'
- 'AT3G27880'
- 'AT3G23605'
- 'AT1G71520'
- 'AT2G40340'
- 'AT3G08690'
- 'AT4G30490'
- 'AT3G46440'
- 'AT4G23010'
- 'AT1G68450'
- 'AT1G12780'
- 'AT5G39050'
- 'AT2G35510'
- 'AT4G01750'
- 'AT2G30550'
- 'AT5G54510'
- 'AT2G16060'
- 'AT5G08790'
- 'AT5G45350'
- 'AT3G46970'
- 'AT4G16260'
- 'AT5G53500'
- 'AT2G30720'
- 'AT2G37430'
- 'AT4G18950'
- 'AT1G19020'
- 'AT1G19180'
- 'AT3G20300'
- 'AT5G38200'
- 'AT1G09070'
- 'AT4G21990'
- 'AT2G29490'
- 'AT5G65300'
- 'AT5G57510'
- 'AT5G03380'
- 'AT1G59870'
- 'AT5G33290'
- 'AT4G04610'
- 'AT4G34180'
- 'AT5G22140'
- 'AT1G15385'
- 'AT1G19850'
- 'AT4G05320'
- 'AT5G23830'
- 'AT3G59480'
- 'AT1G63245'
- 'AT1G32920'
- 'AT2G37110'
- 'AT5G07440'
- 'AT2G22470'
- 'AT2G36780'
- 'AT2G43870'
- 'AT1G16905'
- 'AT3G22060'
- 'AT2G25250'
- 'AT4G39670'
- 'AT2G21620'
- 'AT1G13990'
- 'AT4G19200'
- 'AT1G29290'
- 'AT1G67850'
- 'AT4G21830'
- 'AT1G78000'
- 'AT4G37870'
- 'AT5G01750'
- 'AT5G02020'
- 'AT5G40370'
- 'AT3G57550'
- 'AT2G27389'
- 'AT4G01700'
- 'AT4G15393'
- 'AT1G07160'
- 'AT1G33600'
- 'AT5G15160'
- 'AT4G25310'
- 'AT5G23700'
- 'AT3G09440'
- 'AT1G69830'
- 'AT3G14362'
- 'AT1G03740'
- 'AT5G67600'
- 'AT5G25930'
- 'AT5G05110'
- 'AT1G14370'
- 'AT1G76600'
- 'AT3G55470'
- 'AT5G04340'
- 'AT3G03150'
- 'AT1G62180'
- 'AT5G25110'
- 'AT5G48300'
- 'AT2G19590'
- 'AT2G44490'
- 'AT4G19880'
- 'AT2G44080'
- 'AT4G24380'
- 'AT1G53708'
- 'AT2G40095'
- 'AT1G48070'
- 'AT1G22360'
- 'AT5G48175'
- 'AT2G22870'
- 'AT5G39040'
- 'AT3G47730'
- 'AT5G51520'
- 'AT5G60530'
- 'AT1G30400'
- 'AT3G53230'
- 'AT3G16220'
- 'AT1G80920'
- 'AT4G13250'
- 'AT1G17170'
- 'AT5G18310'
- 'AT1G35780'
- 'AT5G52050'
- 'AT4G10500'
- 'AT4G29740'
- 'AT2G43500'
- 'AT2G46140'
- 'AT3G04330'
- 'AT5G46180'
- 'AT2G27430'
- 'AT1G77330'
- 'AT2G28570'
- 'AT3G05880'
- 'AT3G05390'
- 'AT3G04320'
- 'AT2G29450'
- 'AT3G59900'
- 'AT1G70420'
- $GEP_4
-
- 'AT1G77690'
- 'AT2G13820'
- 'AT1G12080'
- 'AT5G03960'
- 'AT2G46890'
- 'AT5G05690'
- 'AT1G19968'
- 'AT3G18780'
- 'AT3G48970'
- 'AT1G69080'
- 'AT3G48185'
- 'AT5G53250'
- 'AT1G62480'
- 'AT4G39800'
- 'AT1G72150'
- 'AT1G52190'
- 'AT4G11210'
- 'AT5G59880'
- 'AT1G72230'
- 'AT3G07425'
- 'AT1G73780'
- 'AT3G52920'
- 'AT1G04550'
- 'AT5G57770'
- 'AT3G48550'
- 'AT4G39640'
- 'AT3G55420'
- 'AT3G59370'
- 'AT5G19190'
- 'AT1G79760'
- 'AT3G49750'
- 'AT5G09810'
- 'AT2G40480'
- 'AT1G13670'
- 'AT3G06070'
- 'AT5G21105'
- 'AT4G15802'
- 'AT1G68825'
- 'AT2G01950'
- 'AT3G28860'
- 'AT1G77020'
- 'AT2G34060'
- 'AT5G27000'
- 'AT2G45470'
- 'AT5G40630'
- 'AT5G26730'
- 'AT3G59680'
- 'AT1G25320'
- 'AT2G40530'
- 'AT5G17920'
- 'AT4G18260'
- 'AT5G08260'
- 'AT1G22530'
- 'AT5G59010'
- 'AT5G20885'
- 'AT5G56970'
- 'AT1G75500'
- 'AT1G30280'
- 'AT4G14650'
- 'AT3G51670'
- 'AT2G04800'
- 'AT4G03415'
- 'AT1G65960'
- 'AT1G64660'
- 'AT4G21960'
- 'AT1G11580'
- 'AT1G07570'
- 'AT5G02440'
- 'AT1G53163'
- 'AT4G22570'
- 'AT2G30520'
- 'AT2G19760'
- 'AT5G48460'
- 'AT1G80690'
- 'AT4G24780'
- 'AT1G75590'
- 'AT4G32880'
- 'AT3G12110'
- 'AT2G30150'
- 'AT1G69690'
- 'AT2G28660'
- 'AT1G51170'
- 'AT2G37380'
- 'AT5G65670'
- 'AT2G26390'
- 'AT1G22230'
- 'AT3G06750'
- 'AT1G78150'
- 'AT1G49240'
- 'AT3G51030'
- 'AT2G04780'
- 'AT2G25070'
- 'AT5G11970'
- 'AT4G04025'
- 'AT4G13940'
- 'AT3G61640'
- 'AT4G17460'
- 'AT1G25500'
- 'AT1G25530'
- 'AT5G35670'
- 'AT3G16180'
- 'AT2G03090'
- 'AT5G03610'
- 'AT5G50010'
- 'AT1G23080'
- 'AT1G11185'
- 'AT5G57780'
- 'AT1G33470'
- 'AT5G11690'
- 'AT4G22900'
- 'AT1G22220'
- 'AT1G55330'
- 'AT4G34490'
- 'AT3G06720'
- 'AT1G78260'
- 'AT3G06590'
- 'AT3G17390'
- 'AT3G54030'
- 'AT5G15230'
- 'AT4G26320'
- 'AT3G56800'
- 'AT5G23360'
- 'AT5G25890'
- 'AT2G01940'
- 'AT1G52280'
- 'AT4G14130'
- 'AT5G16720'
- 'AT3G52930'
- 'AT3G06360'
- 'AT3G11640'
- 'AT2G31900'
- 'AT2G44690'
- 'AT3G54290'
- 'AT3G47620'
- 'AT5G62070'
- 'AT3G43810'
- 'AT1G13380'
- 'AT1G26630'
- 'AT5G62900'
- 'AT5G51780'
- 'AT2G47270'
- 'AT3G16640'
- 'AT5G06380'
- 'AT1G71050'
- 'AT5G15350'
- 'AT5G19770'
- 'AT2G45820'
- 'AT2G30060'
- 'AT2G41740'
- 'AT5G16600'
- 'AT5G23350'
- 'AT5G22930'
- 'AT3G53750'
- 'AT1G24130'
- 'AT3G54120'
- 'AT1G52540'
- 'AT2G43910'
- 'AT1G34000'
- 'AT4G35100'
- 'AT3G57410'
- 'AT5G02750'
- 'AT1G73590'
- 'AT5G47370'
- 'AT5G67390'
- 'AT1G76180'
- 'AT5G10430'
- 'AT4G38660'
- 'AT2G40820'
- 'AT1G78110'
- 'AT3G56480'
- 'AT5G06470'
- 'AT5G43700'
- 'AT4G13930'
- 'AT4G09160'
- 'AT1G51950'
- 'AT4G34870'
- 'AT2G38970'
- 'AT2G01818'
- 'AT2G30930'
- 'AT5G07240'
- 'AT4G11211'
- 'AT1G52150'
- 'AT2G29660'
- 'AT5G60690'
- 'AT4G37300'
- 'AT4G16140'
- 'AT4G14680'
- 'AT1G56210'
- 'AT4G31000'
- 'AT1G72160'
- 'AT5G55730'
- 'AT4G17170'
- 'AT1G19920'
- 'AT1G70940'
- 'AT2G39300'
- 'AT5G22050'
- 'AT2G21540'
- 'AT4G09890'
- 'AT5G24760'
- 'AT1G72430'
- $GEP_5
-
- 'AT1G03850'
- 'AT2G43820'
- 'AT5G17460'
- 'AT5G49450'
- 'AT4G33666'
- 'AT4G33467'
- 'AT5G63600'
- 'AT2G15960'
- 'AT5G03210'
- 'AT1G07610'
- 'AT3G15670'
- 'AT5G62540'
- 'AT5G03030'
- 'AT2G37750'
- 'AT1G43160'
- 'AT3G15630'
- 'AT4G27410'
- 'AT5G56550'
- 'AT5G24570'
- 'AT5G13080'
- 'AT3G14560'
- 'AT5G14360'
- 'AT1G73260'
- 'AT1G15040'
- 'AT2G02710'
- 'AT5G42300'
- 'AT5G54165'
- 'AT2G45170'
- 'AT2G20670'
- 'AT3G14280'
- 'AT1G60740'
- 'AT2G20880'
- 'AT1G22470'
- 'AT2G27810'
- 'AT1G05340'
- 'AT2G32150'
- 'AT4G05070'
- 'AT1G80380'
- 'AT1G56300'
- 'AT3G54880'
- 'AT5G06300'
- 'AT1G14870'
- 'AT4G35750'
- 'AT3G49870'
- 'AT1G69600'
- 'AT1G71950'
- 'AT3G06420'
- 'AT3G50970'
- 'AT1G80920'
- 'AT1G07590'
- 'AT5G40930'
- 'AT5G13330'
- 'AT5G02230'
- 'AT4G06746'
- 'AT5G42980'
- 'AT5G40690'
- 'AT1G19400'
- 'AT3G29575'
- 'AT4G37070'
- 'AT2G34500'
- 'AT1G53560'
- 'AT4G36500'
- 'AT2G39110'
- 'AT1G76980'
- 'AT1G75950'
- 'AT5G01750'
- 'AT3G06500'
- 'AT4G19200'
- 'AT3G29035'
- 'AT4G26080'
- 'AT1G15010'
- 'AT1G14860'
- 'AT1G66580'
- 'AT1G76070'
- 'AT5G20790'
- 'AT3G14595'
- 'AT4G38060'
- 'AT5G02020'
- 'AT5G20150'
- 'AT3G04720'
- 'AT3G47420'
- 'AT3G51500'
- 'AT2G35730'
- 'AT1G13360'
- 'AT1G48745'
- 'AT5G01410'
- 'AT3G63310'
- 'AT1G70780'
- 'AT1G18860'
- 'AT3G26690'
- 'AT5G24270'
- 'AT4G27350'
- 'AT4G26050'
- 'AT1G80160'
- 'AT1G78070'
- 'AT5G13750'
- 'AT4G11600'
- 'AT1G15100'
- 'AT1G21360'
- 'AT4G12040'
- 'AT1G10140'
- 'AT4G28240'
- 'AT1G53633'
- 'AT1G54410'
- 'AT1G01140'
- 'AT2G17500'
- 'AT2G36320'
- 'AT4G21980'
- 'AT5G49440'
- 'AT5G25280'
- 'AT2G33150'
- 'AT2G34910'
- 'AT4G35770'
- 'AT4G32480'
- 'AT2G23120'
- 'AT3G19390'
- 'AT1G50290'
- 'AT5G03240'
- 'AT5G10695'
- 'AT2G25450'
- 'AT4G39090'
- 'AT5G43460'
- 'AT1G58190'
- 'AT2G17440'
- 'AT5G41080'
- 'AT3G53150'
- 'AT1G09794'
- 'AT2G27830'
- 'AT5G05440'
- 'AT4G29905'
- 'AT1G22985'
- 'AT3G15580'
- 'AT4G24230'
- 'AT5G47740'
- 'AT3G48020'
- 'AT1G67480'
- 'AT1G28330'
- 'AT3G10020'
- 'AT3G04640'
- 'AT3G13310'
- 'AT3G15352'
- 'AT5G24530'
- 'AT1G02340'
- 'AT4G03510'
- 'AT1G02610'
- 'AT1G20450'
- 'AT2G27820'
- 'AT5G65207'
- 'AT5G15190'
- 'AT5G05600'
- 'AT1G72020'
- 'AT5G06760'
- 'AT3G12500'
- 'AT3G48990'
- 'AT5G11110'
- 'AT1G72690'
- 'AT1G58180'
- 'AT4G40060'
- 'AT3G60300'
- 'AT3G14770'
- 'AT2G41430'
- 'AT1G19020'
- 'AT3G28210'
- 'AT5G06839'
- 'AT1G76180'
- 'AT4G22820'
- 'AT3G21070'
- 'AT1G54290'
- 'AT5G65300'
- 'AT2G39705'
- 'AT1G22990'
- 'AT1G08570'
- 'AT1G53580'
- 'AT3G52800'
- 'AT4G29670'
- 'AT3G04854'
- 'AT5G51390'
- 'AT4G00895'
- 'AT5G27760'
- 'AT3G48920'
- 'AT5G03380'
- 'AT4G16760'
- 'AT1G24440'
- 'AT5G43520'
- 'AT3G51540'
- 'AT1G68620'
- 'AT1G47128'
- 'AT4G33470'
- 'AT1G32928'
- 'AT3G02470'
- 'AT4G30390'
- 'AT1G10170'
- 'AT5G52310'
- 'AT1G52342'
- 'AT4G22220'
- 'AT3G50260'
- 'AT3G21680'
- 'AT2G43570'
- 'AT2G23340'
- 'AT1G70290'
- $GEP_6
-
- 'AT1G12090'
- 'AT2G45180'
- 'AT1G20190'
- 'AT5G13930'
- 'AT1G76090'
- 'AT1G20010'
- 'AT1G12845'
- 'AT1G78570'
- 'AT2G06850'
- 'AT1G29025'
- 'AT5G19340'
- 'AT5G08640'
- 'AT5G65380'
- 'AT3G50640'
- 'AT5G07190'
- 'AT4G32460'
- 'AT5G15230'
- 'AT5G64620'
- 'AT1G08200'
- 'AT1G76670'
- 'AT3G05150'
- 'AT5G05270'
- 'AT4G12880'
- 'AT3G23810'
- 'AT2G47460'
- 'AT3G55120'
- 'AT5G49360'
- 'AT5G48880'
- 'AT3G12610'
- 'AT2G39010'
- 'AT1G12240'
- 'AT5G62210'
- 'AT4G30420'
- 'AT4G28040'
- 'AT1G76470'
- 'AT3G18830'
- 'AT5G02270'
- 'AT4G30170'
- 'AT1G17300'
- 'AT5G15150'
- 'AT1G07985'
- 'AT1G19450'
- 'AT1G03870'
- 'AT5G65390'
- 'AT2G14890'
- 'AT5G47770'
- 'AT5G11420'
- 'AT2G42570'
- 'AT1G21310'
- 'AT1G62660'
- 'AT3G51240'
- 'AT1G64640'
- 'AT5G18840'
- 'AT1G44575'
- 'AT1G76160'
- 'AT3G07010'
- 'AT3G25290'
- 'AT1G50010'
- 'AT3G54770'
- 'AT1G78040'
- 'AT2G02950'
- 'AT2G46930'
- 'AT1G62510'
- 'AT2G38170'
- 'AT2G41660'
- 'AT1G70370'
- 'AT2G48020'
- 'AT5G66580'
- 'AT1G05870'
- 'AT1G11545'
- 'AT3G07460'
- 'AT1G14290'
- 'AT5G25460'
- 'AT5G07990'
- 'AT3G17390'
- 'AT2G23910'
- 'AT4G35100'
- 'AT1G64920'
- 'AT5G41790'
- 'AT2G45960'
- 'AT3G24750'
- 'AT3G10525'
- 'AT5G02000'
- 'AT5G17050'
- 'AT3G12120'
- 'AT2G16580'
- 'AT2G03350'
- 'AT3G09300'
- 'AT3G02780'
- 'AT3G05910'
- 'AT2G38300'
- 'AT1G45130'
- 'AT3G20100'
- 'AT5G05170'
- 'AT4G25260'
- 'AT4G12520'
- 'AT4G30430'
- 'AT1G63330'
- 'AT1G76640'
- 'AT5G03150'
- 'AT5G49280'
- 'AT3G01220'
- 'AT5G15350'
- 'AT4G11010'
- 'AT1G55360'
- 'AT4G00430'
- 'AT1G04820'
- 'AT4G24275'
- 'AT1G08500'
- 'AT1G15550'
- 'AT2G05790'
- 'AT2G35880'
- 'AT4G03190'
- 'AT2G36080'
- 'AT1G65060'
- 'AT4G04830'
- 'AT4G32410'
- 'AT3G28200'
- 'AT2G34560'
- 'AT3G20390'
- 'AT5G64330'
- 'AT1G54580'
- 'AT4G31340'
- 'AT1G09750'
- 'AT1G62790'
- 'AT1G10960'
- 'AT2G34070'
- 'AT5G44110'
- 'AT2G34770'
- 'AT4G14960'
- 'AT1G77330'
- 'AT1G20840'
- 'AT5G42100'
- 'AT4G30410'
- 'AT3G10520'
- 'AT4G12730'
- 'AT3G06650'
- 'AT1G64980'
- 'AT2G29390'
- 'AT2G47930'
- 'AT5G59510'
- 'AT2G02780'
- 'AT2G25160'
- 'AT4G34720'
- 'AT4G38920'
- 'AT2G03680'
- 'AT2G25810'
- 'AT1G62580'
- 'AT3G27770'
- 'AT3G12700'
- 'AT3G23530'
- 'AT3G23470'
- 'AT5G22300'
- 'AT1G75780'
- 'AT4G01410'
- 'AT3G11900'
- 'AT3G21670'
- 'AT1G76490'
- 'AT1G26960'
- 'AT5G19760'
- 'AT2G44740'
- 'AT5G42250'
- 'AT1G70280'
- 'AT5G66310'
- 'AT5G35740'
- 'AT4G35660'
- 'AT5G19250'
- 'AT5G44020'
- 'AT2G17420'
- 'AT5G60920'
- 'AT3G21560'
- 'AT5G57785'
- 'AT2G23690'
- 'AT1G20050'
- 'AT2G29125'
- 'AT5G02550'
- 'AT1G75680'
- 'AT3G57520'
- 'AT1G06700'
- 'AT5G59770'
- 'AT5G52240'
- 'AT5G38550'
- 'AT5G64740'
- 'AT5G42860'
- 'AT1G13280'
- 'AT4G20260'
- 'AT5G13710'
- 'AT5G67480'
- 'AT4G19410'
- 'AT4G30060'
- 'AT4G26940'
- 'AT2G39130'
- 'AT1G01620'
- 'AT3G05020'
- 'AT1G78300'
- 'AT3G44300'
- 'AT3G20110'
- 'AT1G08510'
- 'AT3G58620'
- 'AT5G10990'
- $GEP_7
-
- 'AT1G05660'
- 'AT2G43890'
- 'AT3G08030'
- 'AT2G33790'
- 'AT1G13590'
- 'AT5G40330'
- 'AT3G21680'
- 'AT3G28910'
- 'AT1G53130'
- 'AT2G41810'
- 'AT5G15150'
- 'AT1G05530'
- 'AT4G22930'
- 'AT4G22230'
- 'AT5G48900'
- 'AT3G43720'
- 'AT1G32210'
- 'AT3G04120'
- 'AT1G23490'
- 'AT1G54890'
- 'AT4G30650'
- 'AT3G02230'
- 'AT4G12880'
- 'AT5G51500'
- 'AT1G41830'
- 'AT4G19030'
- 'AT5G63800'
- 'AT5G01330'
- 'AT2G17500'
- 'AT4G01630'
- 'AT1G76640'
- 'AT4G21850'
- 'AT3G15370'
- 'AT5G44585'
- 'AT5G19340'
- 'AT1G78040'
- 'AT5G19760'
- 'AT4G22010'
- 'AT2G21160'
- 'AT5G60950'
- 'AT5G14030'
- 'AT1G56330'
- 'AT2G37260'
- 'AT1G08200'
- 'AT2G37640'
- 'AT5G53560'
- 'AT2G42570'
- 'AT3G59850'
- 'AT4G03190'
- 'AT2G46740'
- 'AT2G38750'
- 'AT5G26260'
- 'AT2G24400'
- 'AT5G65640'
- 'AT5G39320'
- 'AT2G18980'
- 'AT1G26945'
- 'AT5G43330'
- 'AT5G48580'
- 'AT5G20500'
- 'AT3G52770'
- 'AT4G21840'
- 'AT2G34560'
- 'AT1G50430'
- 'AT2G23310'
- 'AT1G57590'
- 'AT2G44740'
- 'AT1G69780'
- 'AT5G07860'
- 'AT1G04040'
- 'AT4G28240'
- 'AT2G37120'
- 'AT1G27950'
- 'AT1G63220'
- 'AT3G20370'
- 'AT3G15950'
- 'AT3G25220'
- 'AT1G29280'
- 'AT4G21570'
- 'AT5G51490'
- 'AT3G28200'
- 'AT5G59510'
- 'AT4G32000'
- 'AT1G68150'
- 'AT3G17780'
- 'AT5G56360'
- 'AT5G48810'
- 'AT3G06300'
- 'AT3G07680'
- 'AT1G14670'
- 'AT1G20050'
- 'AT5G10780'
- 'AT1G70490'
- 'AT5G02260'
- 'AT1G10630'
- 'AT2G43880'
- 'AT1G69510'
- 'AT5G10260'
- 'AT2G37250'
- 'AT1G23060'
- 'AT5G02000'
- 'AT2G33470'
- 'AT3G17210'
- 'AT5G03345'
- 'AT4G38400'
- 'AT1G53180'
- 'AT3G08580'
- 'AT3G20360'
- 'AT2G19460'
- 'AT3G01220'
- 'AT2G34770'
- 'AT2G32380'
- 'AT4G11010'
- 'AT5G02580'
- 'AT3G05020'
- 'AT1G13950'
- 'AT4G29270'
- 'AT2G46410'
- 'AT3G17860'
- 'AT4G27860'
- 'AT1G15180'
- 'AT2G45050'
- 'AT3G06150'
- 'AT4G14420'
- 'AT5G63400'
- 'AT1G54630'
- 'AT5G45280'
- 'AT4G33780'
- 'AT2G41660'
- 'AT2G17380'
- 'AT2G04090'
- 'AT1G65820'
- 'AT3G12610'
- 'AT3G55440'
- 'AT5G55940'
- 'AT1G01050'
- 'AT1G07985'
- 'AT3G03280'
- 'AT1G52600'
- 'AT4G26540'
- 'AT4G24340'
- 'AT4G38920'
- 'AT2G30130'
- 'AT2G16510'
- 'AT2G22121'
- 'AT5G16440'
- 'AT5G06270'
- 'AT4G23470'
- 'AT4G16190'
- 'AT1G66280'
- 'AT3G43810'
- 'AT1G19130'
- 'AT3G01390'
- 'AT1G48440'
- 'AT4G15230'
- 'AT1G20010'
- 'AT3G14595'
- 'AT3G03160'
- 'AT1G63010'
- 'AT3G24750'
- 'AT2G39130'
- 'AT1G61790'
- 'AT1G22840'
- 'AT1G18193'
- 'AT2G29960'
- 'AT5G42630'
- 'AT3G02780'
- 'AT3G58850'
- 'AT2G41475'
- 'AT3G25040'
- 'AT2G30340'
- 'AT3G02720'
- 'AT3G62280'
- 'AT4G30550'
- 'AT5G47550'
- 'AT1G09630'
- 'AT3G62290'
- 'AT1G79840'
- 'AT5G35630'
- 'AT3G29034'
- 'AT1G74840'
- 'AT1G73165'
- 'AT3G54770'
- 'AT4G02500'
- 'AT3G63470'
- 'AT1G65845'
- 'AT2G45400'
- 'AT1G64200'
- 'AT5G13210'
- 'AT1G69460'
- 'AT1G47640'
- 'AT4G29735'
- 'AT3G47380'
- 'AT4G22300'
- 'AT4G34720'
- 'AT4G32470'
- 'AT2G29020'
- 'AT4G28650'
- 'AT1G09330'
- 'AT5G66590'
- $GEP_8
-
- 'AT4G30450'
- 'AT4G33550'
- 'AT1G20160'
- 'AT3G53980'
- 'AT2G30860'
- 'AT4G30460'
- 'AT1G02500'
- 'AT3G25190'
- 'AT1G22410'
- 'AT2G39510'
- 'AT4G28410'
- 'AT1G10682'
- 'AT5G47720'
- 'AT3G03780'
- 'AT4G34050'
- 'AT3G23430'
- 'AT2G44300'
- 'AT2G36880'
- 'AT2G30490'
- 'AT5G19730'
- 'AT2G44160'
- 'AT1G48850'
- 'AT1G31050'
- 'AT5G05960'
- 'AT4G13940'
- 'AT1G80050'
- 'AT1G74458'
- 'AT4G39675'
- 'AT3G11630'
- 'AT4G13930'
- 'AT2G43910'
- 'AT1G60710'
- 'AT2G37040'
- 'AT4G34620'
- 'AT1G67080'
- 'AT5G48930'
- 'AT3G10340'
- 'AT1G51680'
- 'AT4G17030'
- 'AT5G54980'
- 'AT5G10580'
- 'AT1G48600'
- 'AT1G11840'
- 'AT3G62040'
- 'AT1G60680'
- 'AT3G61440'
- 'AT2G35120'
- 'AT1G23760'
- 'AT3G21240'
- 'AT3G08040'
- 'AT1G16350'
- 'AT3G26610'
- 'AT5G13420'
- 'AT4G04830'
- 'AT2G02130'
- 'AT1G44800'
- 'AT2G40900'
- 'AT5G51970'
- 'AT3G27890'
- 'AT5G43180'
- 'AT2G37180'
- 'AT1G19570'
- 'AT3G23800'
- 'AT2G32720'
- 'AT2G24580'
- 'AT5G03300'
- 'AT3G53420'
- 'AT3G61990'
- 'AT3G54890'
- 'AT3G29240'
- 'AT2G21170'
- 'AT1G27030'
- 'AT1G13440'
- 'AT1G74100'
- 'AT1G28680'
- 'AT3G01120'
- 'AT1G75750'
- 'AT3G45700'
- 'AT2G40970'
- 'AT1G78090'
- 'AT1G65930'
- 'AT2G40890'
- 'AT5G17920'
- 'AT1G06680'
- 'AT5G09760'
- 'AT1G76800'
- 'AT4G11211'
- 'AT1G79180'
- 'AT1G79550'
- 'AT5G64350'
- 'AT4G37930'
- 'AT3G47470'
- 'AT1G01070'
- 'AT3G02850'
- 'AT2G02100'
- 'AT2G27510'
- 'AT5G09650'
- 'AT4G34600'
- 'AT4G29100'
- 'AT4G22570'
- 'AT4G01450'
- 'AT4G23500'
- 'AT3G14990'
- 'AT4G22212'
- 'AT3G62030'
- 'AT2G05830'
- 'AT5G22630'
- 'AT2G36530'
- 'AT1G16310'
- 'AT3G20390'
- 'AT4G23496'
- 'AT2G37460'
- 'AT1G21050'
- 'AT1G06550'
- 'AT2G25450'
- 'AT3G19450'
- 'AT4G33770'
- 'AT1G11860'
- 'AT5G13120'
- 'AT1G49310'
- 'AT5G20700'
- 'AT2G22250'
- 'AT5G54160'
- 'AT1G30760'
- 'AT2G38600'
- 'AT3G19000'
- 'AT1G02460'
- 'AT2G18800'
- 'AT1G19660'
- 'AT1G18140'
- 'AT4G15330'
- 'AT1G52760'
- 'AT5G49620'
- 'AT2G18570'
- 'AT4G01150'
- 'AT3G25710'
- 'AT2G01140'
- 'AT2G23610'
- 'AT4G12390'
- 'AT1G26630'
- 'AT2G30080'
- 'AT1G61520'
- 'AT2G28190'
- 'AT4G31500'
- 'AT2G19110'
- 'AT3G46130'
- 'AT3G54390'
- 'AT1G60950'
- 'AT4G22310'
- 'AT5G07322'
- 'AT2G30870'
- 'AT5G17770'
- 'AT5G23760'
- 'AT4G08290'
- 'AT5G20720'
- 'AT2G36290'
- 'AT4G10340'
- 'AT2G36830'
- 'AT3G28950'
- 'AT2G22122'
- 'AT4G39660'
- 'AT5G16040'
- 'AT2G23600'
- 'AT2G36120'
- 'AT3G02360'
- 'AT4G22160'
- 'AT1G73660'
- 'AT5G47870'
- 'AT4G01850'
- 'AT2G24260'
- 'AT4G21960'
- 'AT2G45290'
- 'AT5G56500'
- 'AT4G25760'
- 'AT5G03995'
- 'AT1G31770'
- 'AT3G44720'
- 'AT1G27130'
- 'AT3G61490'
- 'AT4G15960'
- 'AT1G28580'
- 'AT3G23810'
- 'AT3G52880'
- 'AT1G11580'
- 'AT3G52930'
- 'AT1G23820'
- 'AT1G74660'
- 'AT4G08300'
- 'AT5G23050'
- 'AT5G07835'
- 'AT1G66240'
- 'AT3G26760'
- 'AT4G35090'
- 'AT1G10960'
- 'AT5G59780'
- 'AT4G03280'
- 'AT5G40760'
- 'AT2G05430'
- 'AT4G06744'
- 'AT1G27450'
- $GEP_9
-
- 'AT3G60450'
- 'AT3G03990'
- 'AT1G10370'
- 'AT2G30400'
- 'AT3G16330'
- 'AT2G22860'
- 'AT2G38240'
- 'AT1G76410'
- 'AT5G15960'
- 'AT2G30395'
- 'AT1G43160'
- 'AT4G06746'
- 'AT2G29440'
- 'AT4G24960'
- 'AT2G47950'
- 'AT3G11930'
- 'AT1G66600'
- 'AT1G14890'
- 'AT4G34230'
- 'AT3G50970'
- 'AT1G66050'
- 'AT5G52570'
- 'AT5G13740'
- 'AT1G23800'
- 'AT3G25770'
- 'AT2G46680'
- 'AT4G30530'
- 'AT1G69600'
- 'AT5G61890'
- 'AT1G51760'
- 'AT1G63180'
- 'AT4G05120'
- 'AT2G34140'
- 'AT1G21830'
- 'AT1G60730'
- 'AT4G36990'
- 'AT2G46370'
- 'AT4G34600'
- 'AT3G26830'
- 'AT1G77120'
- 'AT1G08800'
- 'AT3G47510'
- 'AT1G64660'
- 'AT5G12010'
- 'AT4G02380'
- 'AT1G60750'
- 'AT5G62350'
- 'AT2G46690'
- 'AT5G09255'
- 'AT1G58340'
- 'AT4G18170'
- 'AT4G38810'
- 'AT1G08050'
- 'AT5G54170'
- 'AT5G52310'
- 'AT1G29195'
- 'AT5G17460'
- 'AT1G28360'
- 'AT2G29460'
- 'AT3G16800'
- 'AT3G59220'
- 'AT2G22870'
- 'AT5G16010'
- 'AT3G49780'
- 'AT5G62540'
- 'AT4G31780'
- 'AT4G02590'
- 'AT3G04630'
- 'AT4G26080'
- 'AT4G22610'
- 'AT5G64750'
- 'AT1G52890'
- 'AT1G20440'
- 'AT1G30320'
- 'AT1G64720'
- 'AT1G20450'
- 'AT2G20630'
- 'AT5G19440'
- 'AT3G46110'
- 'AT5G02230'
- 'AT1G30135'
- 'AT2G36320'
- 'AT5G11670'
- 'AT3G22890'
- 'AT2G32240'
- 'AT5G43180'
- 'AT5G49620'
- 'AT1G13195'
- 'AT2G38530'
- 'AT1G01010'
- 'AT5G24270'
- 'AT5G20010'
- 'AT2G18860'
- 'AT5G65660'
- 'AT5G49700'
- 'AT3G54140'
- 'AT2G45210'
- 'AT5G46590'
- 'AT4G21680'
- 'AT5G20020'
- 'AT5G15970'
- 'AT4G15130'
- 'AT2G27830'
- 'AT5G14180'
- 'AT2G28660'
- 'AT5G46700'
- 'AT5G24570'
- 'AT3G13910'
- 'AT2G21620'
- 'AT1G15415'
- 'AT5G01380'
- 'AT1G68500'
- 'AT2G47160'
- 'AT1G07150'
- 'AT5G65870'
- 'AT5G51830'
- 'AT3G63380'
- 'AT1G52342'
- 'AT2G42430'
- 'AT5G67600'
- 'AT4G31860'
- 'AT5G13220'
- 'AT2G28305'
- 'AT1G48000'
- 'AT5G52050'
- 'AT3G18280'
- 'AT3G48520'
- 'AT1G33110'
- 'AT2G15960'
- 'AT3G57760'
- 'AT1G12950'
- 'AT5G58070'
- 'AT4G22530'
- 'AT1G21980'
- 'AT1G73165'
- 'AT3G13520'
- 'AT5G13330'
- 'AT1G69410'
- 'AT5G50450'
- 'AT4G13345'
- 'AT1G15420'
- 'AT4G14410'
- 'AT5G13180'
- 'AT2G41430'
- 'AT1G68290'
- 'AT3G28600'
- 'AT4G21440'
- 'AT4G35480'
- 'AT4G20320'
- 'AT3G54820'
- 'AT2G02710'
- 'AT3G43430'
- 'AT5G16650'
- 'AT4G17980'
- 'AT5G06530'
- 'AT2G16900'
- 'AT5G54145'
- 'AT5G59780'
- 'AT2G45450'
- 'AT2G36910'
- 'AT1G69760'
- 'AT1G15430'
- 'AT2G19110'
- 'AT5G26340'
- 'AT2G29450'
- 'AT5G48070'
- 'AT2G37770'
- 'AT1G79310'
- 'AT2G17450'
- 'AT1G66230'
- 'AT2G27820'
- 'AT4G34710'
- 'AT3G56770'
- 'AT4G33905'
- 'AT1G76180'
- 'AT4G16760'
- 'AT1G02980'
- 'AT2G30140'
- 'AT3G11660'
- 'AT5G01410'
- 'AT5G11740'
- 'AT1G03790'
- 'AT1G73880'
- 'AT1G80450'
- 'AT5G28080'
- 'AT1G66725'
- 'AT4G01070'
- 'AT4G27350'
- 'AT5G56760'
- 'AT2G26380'
- 'AT5G62360'
- 'AT1G61660'
- 'AT3G53540'
- 'AT2G04795'
- 'AT2G28500'
- 'AT3G06490'
- 'AT5G07580'
- 'AT4G12080'
- 'AT1G69295'
- 'AT4G15120'
- $GEP_10
-
- 'AT1G05260'
- 'AT4G11290'
- 'AT5G57620'
- 'AT2G22000'
- 'AT4G05100'
- 'AT2G14900'
- 'AT5G65790'
- 'AT4G22110'
- 'AT1G69930'
- 'AT1G22640'
- 'AT3G17820'
- 'AT4G16447'
- 'AT5G38790'
- 'AT4G18930'
- 'AT5G20820'
- 'AT2G36890'
- 'AT5G01595'
- 'AT3G04520'
- 'AT3G45070'
- 'AT2G37180'
- 'AT3G59620'
- 'AT2G37170'
- 'AT3G32980'
- 'AT2G47930'
- 'AT1G72940'
- 'AT2G48030'
- 'AT1G01360'
- 'AT3G01513'
- 'AT1G72630'
- 'AT5G28020'
- 'AT5G63595'
- 'AT5G13910'
- 'AT3G22600'
- 'AT1G09560'
- 'AT1G13420'
- 'AT1G17190'
- 'AT3G11660'
- 'AT1G19840'
- 'AT3G43800'
- 'AT1G02900'
- 'AT3G16240'
- 'AT1G49660'
- 'AT1G16390'
- 'AT2G16750'
- 'AT5G04120'
- 'AT5G49800'
- 'AT1G16370'
- 'AT1G14580'
- 'AT5G59590'
- 'AT5G64570'
- 'AT3G10525'
- 'AT2G44790'
- 'AT1G25230'
- 'AT2G36307'
- 'AT2G45960'
- 'AT4G26320'
- 'AT3G02780'
- 'AT4G16270'
- 'AT5G28010'
- 'AT4G16380'
- 'AT3G05920'
- 'AT5G45210'
- 'AT1G29195'
- 'AT3G50800'
- 'AT1G31935'
- 'AT2G16720'
- 'AT4G36640'
- 'AT5G65390'
- 'AT3G18820'
- 'AT2G43340'
- 'AT3G53420'
- 'AT4G17280'
- 'AT4G32710'
- 'AT1G68570'
- 'AT3G30180'
- 'AT4G31470'
- 'AT5G25770'
- 'AT3G19030'
- 'AT5G05180'
- 'AT2G36830'
- 'AT3G55770'
- 'AT5G63660'
- 'AT4G24220'
- 'AT2G23560'
- 'AT5G24580'
- 'AT3G25290'
- 'AT5G46600'
- 'AT3G56230'
- 'AT3G02770'
- 'AT1G10360'
- 'AT4G14040'
- 'AT1G09090'
- 'AT3G24450'
- 'AT5G57150'
- 'AT1G75590'
- 'AT1G08847'
- 'AT3G61430'
- 'AT5G62500'
- 'AT3G13520'
- 'AT5G06730'
- 'AT5G16390'
- 'AT4G03610'
- 'AT2G40970'
- 'AT5G60460'
- 'AT1G02205'
- 'AT4G17300'
- 'AT1G52760'
- 'AT1G09812'
- 'AT5G47370'
- 'AT5G18690'
- 'AT4G39030'
- 'AT5G63790'
- 'AT3G44870'
- 'AT3G23800'
- 'AT2G25160'
- 'AT3G10985'
- 'AT3G09032'
- 'AT1G74950'
- 'AT3G54400'
- 'AT3G23730'
- 'AT3G07460'
- 'AT5G61130'
- 'AT1G55330'
- 'AT5G36180'
- 'AT1G22650'
- 'AT1G11580'
- 'AT4G11190'
- 'AT1G76690'
- 'AT5G24410'
- 'AT1G10200'
- 'AT1G59940'
- 'AT5G12900'
- 'AT1G17300'
- 'AT5G45200'
- 'AT5G43910'
- 'AT2G38240'
- 'AT4G09030'
- 'AT2G44670'
- 'AT5G07830'
- 'AT5G51040'
- 'AT3G61890'
- 'AT4G12520'
- 'AT2G48130'
- 'AT5G66600'
- 'AT2G46510'
- 'AT2G46330'
- 'AT4G28840'
- 'AT3G26760'
- 'AT1G35260'
- 'AT5G40450'
- 'AT5G53320'
- 'AT4G35080'
- 'AT4G12510'
- 'AT5G43760'
- 'AT3G22620'
- 'AT1G58590'
- 'AT3G52360'
- 'AT4G34500'
- 'AT1G48480'
- 'AT3G22830'
- 'AT1G23205'
- 'AT3G63210'
- 'AT5G13220'
- 'AT5G26310'
- 'AT2G41420'
- 'AT4G29700'
- 'AT2G23130'
- 'AT5G41040'
- 'AT5G59450'
- 'AT2G20630'
- 'AT3G22540'
- 'AT1G62370'
- 'AT3G23690'
- 'AT4G30530'
- 'AT3G53600'
- 'AT4G17220'
- 'AT5G15900'
- 'AT1G50420'
- 'AT3G54220'
- 'AT4G28100'
- 'AT4G37470'
- 'AT2G36895'
- 'AT2G31230'
- 'AT1G15400'
- 'AT4G28085'
- 'AT5G14920'
- 'AT4G27970'
- 'AT2G27360'
- 'AT2G29330'
- 'AT1G73680'
- 'AT3G04530'
- 'AT2G16980'
- 'AT1G74870'
- 'AT1G03790'
- 'AT4G01070'
- 'AT5G66580'
- 'AT3G32030'
- 'AT1G09080'
- 'AT1G07750'
- 'AT1G17970'
- $GEP_11
-
- 'AT2G39530'
- 'AT1G65310'
- 'AT1G06120'
- 'AT5G46900'
- 'AT4G22666'
- 'AT1G70850'
- 'AT4G23400'
- 'AT4G30280'
- 'AT4G12510'
- 'AT3G46280'
- 'AT4G12545'
- 'AT4G33790'
- 'AT3G01190'
- 'AT2G39040'
- 'AT3G29780'
- 'AT1G19900'
- 'AT5G60660'
- 'AT3G02240'
- 'AT1G25450'
- 'AT1G53830'
- 'AT2G30930'
- 'AT5G17820'
- 'AT4G25830'
- 'AT5G64100'
- 'AT5G46890'
- 'AT3G29250'
- 'AT2G39410'
- 'AT1G30690'
- 'AT5G17330'
- 'AT3G19320'
- 'AT4G20260'
- 'AT3G51330'
- 'AT4G12520'
- 'AT1G14960'
- 'AT4G35100'
- 'AT1G51850'
- 'AT4G15290'
- 'AT2G37130'
- 'AT1G12110'
- 'AT1G10550'
- 'AT1G51800'
- 'AT3G28550'
- 'AT5G43350'
- 'AT1G03870'
- 'AT5G65800'
- 'AT3G28345'
- 'AT1G23720'
- 'AT5G26660'
- 'AT3G61430'
- 'AT2G25810'
- 'AT3G18200'
- 'AT5G60950'
- 'AT4G01890'
- 'AT4G30170'
- 'AT3G09260'
- 'AT5G40730'
- 'AT3G23510'
- 'AT2G23620'
- 'AT5G10430'
- 'AT5G44480'
- 'AT2G21045'
- 'AT1G70410'
- 'AT1G67910'
- 'AT2G47550'
- 'AT4G23870'
- 'AT4G14880'
- 'AT5G48010'
- 'AT1G51830'
- 'AT5G07460'
- 'AT4G30290'
- 'AT3G23175'
- 'AT5G45280'
- 'AT5G02890'
- 'AT4G29350'
- 'AT1G49030'
- 'AT4G33740'
- 'AT1G04250'
- 'AT2G01880'
- 'AT3G17810'
- 'AT4G01630'
- 'AT5G23750'
- 'AT3G49845'
- 'AT2G42060'
- 'AT4G30190'
- 'AT1G51790'
- 'AT3G08030'
- 'AT1G65481'
- 'AT5G44585'
- 'AT1G04040'
- 'AT5G48657'
- 'AT2G31540'
- 'AT2G22170'
- 'AT2G02610'
- 'AT4G19030'
- 'AT2G29750'
- 'AT5G37740'
- 'AT1G05650'
- 'AT4G12543'
- 'AT5G47950'
- 'AT4G17170'
- 'AT2G32270'
- 'AT3G05860'
- 'AT3G11780'
- 'AT3G46010'
- 'AT5G67620'
- 'AT1G54095'
- 'AT4G30670'
- 'AT1G15350'
- 'AT3G03000'
- 'AT2G43590'
- 'AT5G45510'
- 'AT3G47670'
- 'AT3G21340'
- 'AT3G26520'
- 'AT3G55150'
- 'AT5G26010'
- 'AT5G09978'
- 'AT1G19910'
- 'AT1G61050'
- 'AT2G27360'
- 'AT3G01290'
- 'AT1G23110'
- 'AT4G31470'
- 'AT1G05850'
- 'AT4G32150'
- 'AT1G31772'
- 'AT5G14330'
- 'AT2G38940'
- 'AT5G38940'
- 'AT4G23470'
- 'AT4G00430'
- 'AT3G28750'
- 'AT3G28940'
- 'AT5G56170'
- 'AT1G32170'
- 'AT1G29050'
- 'AT3G07195'
- 'AT1G74790'
- 'AT4G37070'
- 'AT4G13440'
- 'AT4G25090'
- 'AT2G21880'
- 'AT4G21850'
- 'AT3G16240'
- 'AT4G11020'
- 'AT3G16420'
- 'AT2G19060'
- 'AT1G22530'
- 'AT4G18930'
- 'AT5G24090'
- 'AT2G45960'
- 'AT5G45500'
- 'AT3G05920'
- 'AT1G01620'
- 'AT2G21520'
- 'AT2G28970'
- 'AT2G40610'
- 'AT2G40250'
- 'AT4G00330'
- 'AT2G26290'
- 'AT4G24310'
- 'AT3G26440'
- 'AT5G49760'
- 'AT4G14550'
- 'AT5G19250'
- 'AT1G62800'
- 'AT3G18450'
- 'AT1G11670'
- 'AT3G19340'
- 'AT4G27740'
- 'AT3G07470'
- 'AT4G02290'
- 'AT3G46400'
- 'AT3G15115'
- 'AT2G44380'
- 'AT3G18560'
- 'AT4G38920'
- 'AT5G03040'
- 'AT3G14370'
- 'AT1G79590'
- 'AT5G40450'
- 'AT1G54820'
- 'AT4G20460'
- 'AT5G45490'
- 'AT3G09020'
- 'AT5G44910'
- 'AT1G49450'
- 'AT5G42830'
- 'AT5G25940'
- 'AT3G45650'
- 'AT1G62790'
- 'AT3G46720'
- 'AT3G62270'
- 'AT4G02370'
- 'AT4G15500'
- 'AT2G27660'
- 'AT2G44110'
- 'AT4G03820'
- 'AT1G09540'
- 'AT3G61260'
- $GEP_12
-
- 'AT5G19240'
- 'AT1G13930'
- 'AT4G37010'
- 'AT5G15180'
- 'AT4G13860'
- 'AT1G79040'
- 'AT3G44310'
- 'AT3G14850'
- 'AT5G09978'
- 'AT5G56870'
- 'AT4G17340'
- 'AT1G06640'
- 'AT1G21310'
- 'AT5G53370'
- 'AT5G09440'
- 'AT2G02990'
- 'AT4G37700'
- 'AT1G08930'
- 'AT1G22440'
- 'AT3G57020'
- 'AT4G26220'
- 'AT1G15625'
- 'AT5G42250'
- 'AT2G43150'
- 'AT3G26520'
- 'AT3G18170'
- 'AT5G59540'
- 'AT1G80180'
- 'AT5G48290'
- 'AT3G25930'
- 'AT1G70890'
- 'AT2G41380'
- 'AT3G13610'
- 'AT5G47450'
- 'AT1G21110'
- 'AT2G36830'
- 'AT3G48890'
- 'AT4G20860'
- 'AT1G14870'
- 'AT5G01250'
- 'AT3G24420'
- 'AT1G30380'
- 'AT4G23400'
- 'AT3G53420'
- 'AT2G31570'
- 'AT1G52200'
- 'AT1G27030'
- 'AT5G57785'
- 'AT3G48520'
- 'AT4G15610'
- 'AT1G08173'
- 'AT3G26300'
- 'AT3G22240'
- 'AT1G02900'
- 'AT2G42350'
- 'AT2G45220'
- 'AT1G58360'
- 'AT4G20110'
- 'AT1G05710'
- 'AT5G19860'
- 'AT5G19230'
- 'AT1G31330'
- 'AT5G66040'
- 'AT4G23430'
- 'AT1G19020'
- 'AT3G12700'
- 'AT5G10770'
- 'AT3G25760'
- 'AT5G64100'
- 'AT5G44130'
- 'AT3G55290'
- 'AT4G23550'
- 'AT1G14540'
- 'AT2G37170'
- 'AT5G60360'
- 'AT5G63600'
- 'AT4G09760'
- 'AT5G43068'
- 'AT5G47990'
- 'AT5G48540'
- 'AT2G34500'
- 'AT3G44990'
- 'AT3G01520'
- 'AT3G14690'
- 'AT5G44574'
- 'AT2G43535'
- 'AT4G15390'
- 'AT5G42590'
- 'AT4G33070'
- 'AT5G64260'
- 'AT1G02850'
- 'AT5G07460'
- 'AT4G34180'
- 'AT3G50900'
- 'AT3G28940'
- 'AT4G00700'
- 'AT5G66985'
- 'AT1G19910'
- 'AT2G25735'
- 'AT5G36180'
- 'AT1G78670'
- 'AT4G37760'
- 'AT2G15370'
- 'AT1G55450'
- 'AT2G37970'
- 'AT1G73080'
- 'AT4G23190'
- 'AT5G16010'
- 'AT3G61430'
- 'AT4G22460'
- 'AT5G64120'
- 'AT2G22170'
- 'AT5G42500'
- 'AT1G05570'
- 'AT1G62975'
- 'AT1G62370'
- 'AT5G36925'
- 'AT5G40170'
- 'AT1G66760'
- 'AT5G48000'
- 'AT2G01530'
- 'AT5G13190'
- 'AT4G25433'
- 'AT1G05850'
- 'AT5G39580'
- 'AT5G19250'
- 'AT3G09260'
- 'AT2G02390'
- 'AT2G27920'
- 'AT3G48920'
- 'AT1G47128'
- 'AT3G30390'
- 'AT5G51040'
- 'AT5G24410'
- 'AT3G17420'
- 'AT1G30360'
- 'AT1G72450'
- 'AT4G29905'
- 'AT2G34810'
- 'AT3G51730'
- 'AT4G38220'
- 'AT1G61560'
- 'AT5G25940'
- 'AT1G56010'
- 'AT1G23040'
- 'AT5G37740'
- 'AT4G19975'
- 'AT1G61360'
- 'AT1G20340'
- 'AT3G27890'
- 'AT3G47960'
- 'AT3G43670'
- 'AT5G60660'
- 'AT4G35060'
- 'AT5G24165'
- 'AT4G34881'
- 'AT1G66725'
- 'AT3G21070'
- 'AT3G04010'
- 'AT3G62830'
- 'AT2G37130'
- 'AT1G53560'
- 'AT1G65820'
- 'AT3G49780'
- 'AT4G23670'
- 'AT3G49120'
- 'AT2G41475'
- 'AT1G02310'
- 'AT1G02360'
- 'AT2G34355'
- 'AT4G25640'
- 'AT5G24090'
- 'AT1G47480'
- 'AT5G58350'
- 'AT3G21710'
- 'AT2G42060'
- 'AT1G72200'
- 'AT1G70300'
- 'AT1G08380'
- 'AT5G44480'
- 'AT2G17500'
- 'AT5G23220'
- 'AT3G02242'
- 'AT4G27170'
- 'AT3G26470'
- 'AT5G08240'
- 'AT5G25810'
- 'AT5G20090'
- 'AT5G52060'
- 'AT4G21840'
- 'AT3G11340'
- 'AT3G17020'
- 'AT3G51860'
- 'AT4G14880'
- 'AT1G11910'
- 'AT1G51760'
- 'AT1G72160'
- 'AT2G47400'
- 'AT1G37130'
- 'AT4G27745'
- $GEP_13
-
- 'AT5G47920'
- 'AT1G26450'
- 'AT3G14780'
- 'AT5G37660'
- 'AT5G24800'
- 'AT4G23410'
- 'AT3G15680'
- 'AT4G18340'
- 'AT5G23370'
- 'AT3G21770'
- 'AT5G17760'
- 'AT5G23360'
- 'AT3G14570'
- 'AT2G02130'
- 'AT2G31083'
- 'AT4G15340'
- 'AT5G13910'
- 'AT5G19260'
- 'AT3G43270'
- 'AT1G29160'
- 'AT2G21560'
- 'AT3G43430'
- 'AT5G65140'
- 'AT5G19875'
- 'AT5G59090'
- 'AT5G05790'
- 'AT3G27030'
- 'AT3G11930'
- 'AT3G61820'
- 'AT3G60490'
- 'AT1G43910'
- 'AT5G18690'
- 'AT1G59530'
- 'AT1G64700'
- 'AT5G44350'
- 'AT3G62690'
- 'AT1G35910'
- 'AT2G31085'
- 'AT3G16330'
- 'AT4G37730'
- 'AT3G47540'
- 'AT3G04530'
- 'AT1G71692'
- 'AT5G40630'
- 'AT1G47960'
- 'AT1G65890'
- 'AT1G43650'
- 'AT1G10682'
- 'AT2G44670'
- 'AT2G28810'
- 'AT4G31800'
- 'AT5G24580'
- 'AT3G14990'
- 'AT4G39190'
- 'AT1G07640'
- 'AT1G70670'
- 'AT1G52140'
- 'AT1G09460'
- 'AT2G18550'
- 'AT4G29100'
- 'AT1G30080'
- 'AT1G11185'
- 'AT5G67160'
- 'AT1G73850'
- 'AT5G23350'
- 'AT4G26130'
- 'AT1G09950'
- 'AT5G65020'
- 'AT5G44160'
- 'AT3G59100'
- 'AT4G39700'
- 'AT5G14340'
- 'AT3G49760'
- 'AT5G64690'
- 'AT1G26790'
- 'AT5G50610'
- 'AT1G78090'
- 'AT3G26744'
- 'AT5G65030'
- 'AT3G11280'
- 'AT1G70990'
- 'AT1G62480'
- 'AT3G55370'
- 'AT2G02230'
- 'AT5G35670'
- 'AT2G17450'
- 'AT3G23030'
- 'AT3G17690'
- 'AT2G31940'
- 'AT4G08770'
- 'AT4G24180'
- 'AT1G70940'
- 'AT4G28270'
- 'AT5G20820'
- 'AT4G29140'
- 'AT1G76410'
- 'AT4G27350'
- 'AT2G43050'
- 'AT5G62820'
- 'AT3G56520'
- 'AT1G75590'
- 'AT4G36710'
- 'AT1G26730'
- 'AT4G34560'
- 'AT2G23560'
- 'AT1G63180'
- 'AT3G61850'
- 'AT1G56210'
- 'AT5G05220'
- 'AT5G20885'
- 'AT1G23820'
- 'AT4G28250'
- 'AT1G27130'
- 'AT3G06750'
- 'AT3G43800'
- 'AT2G30070'
- 'AT5G25360'
- 'AT3G62990'
- 'AT2G34600'
- 'AT4G34210'
- 'AT5G23760'
- 'AT4G15150'
- 'AT3G06360'
- 'AT1G73010'
- 'AT1G18570'
- 'AT1G68130'
- 'AT4G33700'
- 'AT5G25770'
- 'AT3G49220'
- 'AT3G01220'
- 'AT1G27660'
- 'AT3G22830'
- 'AT3G12090'
- 'AT1G54270'
- 'AT1G44800'
- 'AT4G27450'
- 'AT1G69295'
- 'AT3G06070'
- 'AT1G48600'
- 'AT1G01360'
- 'AT4G27590'
- 'AT5G09810'
- 'AT5G23380'
- 'AT3G02770'
- 'AT5G64700'
- 'AT5G55530'
- 'AT5G48500'
- 'AT5G41663'
- 'AT4G01450'
- 'AT1G07770'
- 'AT1G74660'
- 'AT3G06020'
- 'AT5G52882'
- 'AT1G52342'
- 'AT5G56790'
- 'AT4G09030'
- 'AT4G12390'
- 'AT3G30180'
- 'AT1G77330'
- 'AT5G15230'
- 'AT1G32240'
- 'AT5G23810'
- 'AT5G21940'
- 'AT5G50820'
- 'AT3G13980'
- 'AT1G05000'
- 'AT5G56550'
- 'AT3G15530'
- 'AT4G05010'
- 'AT5G48480'
- 'AT1G74090'
- 'AT1G13380'
- 'AT5G19120'
- 'AT1G64660'
- 'AT5G65340'
- 'AT5G15830'
- 'AT1G32510'
- 'AT5G53420'
- 'AT4G17788'
- 'AT3G44870'
- 'AT1G22230'
- 'AT2G31082'
- 'AT5G58090'
- 'AT4G10310'
- 'AT1G61260'
- 'AT3G63300'
- 'AT1G25230'
- 'AT2G32990'
- 'AT2G02020'
- 'AT3G56620'
- 'AT2G18160'
- 'AT5G62670'
- 'AT5G47370'
- 'AT3G13560'
- 'AT5G42720'
- 'AT4G16000'
- 'AT2G45470'
- 'AT4G19410'
- 'AT2G34670'
- 'AT1G54500'
- $GEP_14
-
- 'AT5G57560'
- 'AT4G27280'
- 'AT5G42380'
- 'AT3G57450'
- 'AT1G07135'
- 'AT2G02010'
- 'AT5G54490'
- 'AT2G26530'
- 'AT3G23250'
- 'AT1G47130'
- 'AT3G13650'
- 'AT1G02400'
- 'AT4G09030'
- 'AT4G25810'
- 'AT1G80840'
- 'AT2G46600'
- 'AT1G32920'
- 'AT1G22810'
- 'AT5G59820'
- 'AT3G25780'
- 'AT1G61340'
- 'AT3G53600'
- 'AT2G41100'
- 'AT3G23030'
- 'AT5G52400'
- 'AT5G01380'
- 'AT4G33905'
- 'AT2G18210'
- 'AT5G49520'
- 'AT5G43890'
- 'AT4G36500'
- 'AT1G76070'
- 'AT4G31800'
- 'AT3G28210'
- 'AT1G28370'
- 'AT2G26380'
- 'AT5G11670'
- 'AT1G63090'
- 'AT5G65300'
- 'AT2G01300'
- 'AT1G76650'
- 'AT4G05010'
- 'AT1G20310'
- 'AT3G61190'
- 'AT2G44840'
- 'AT2G16900'
- 'AT2G45760'
- 'AT2G32140'
- 'AT1G09932'
- 'AT1G75860'
- 'AT2G41010'
- 'AT1G15430'
- 'AT1G17380'
- 'AT1G56060'
- 'AT3G28600'
- 'AT2G36220'
- 'AT4G33985'
- 'AT1G20823'
- 'AT1G35210'
- 'AT1G19180'
- 'AT4G27652'
- 'AT4G11280'
- 'AT3G50060'
- 'AT5G64310'
- 'AT4G13395'
- 'AT4G34150'
- 'AT2G06050'
- 'AT2G43120'
- 'AT3G28340'
- 'AT1G27730'
- 'AT2G30020'
- 'AT4G24570'
- 'AT5G10695'
- 'AT4G37710'
- 'AT5G42650'
- 'AT2G46400'
- 'AT1G70130'
- 'AT3G29000'
- 'AT1G18740'
- 'AT4G24380'
- 'AT2G30040'
- 'AT2G22500'
- 'AT5G59550'
- 'AT2G27080'
- 'AT4G01360'
- 'AT4G29780'
- 'AT2G32190'
- 'AT5G11650'
- 'AT4G34210'
- 'AT3G10930'
- 'AT3G25760'
- 'AT1G09940'
- 'AT2G40140'
- 'AT2G22870'
- 'AT1G61890'
- 'AT3G04640'
- 'AT2G47950'
- 'AT2G22760'
- 'AT2G29440'
- 'AT1G30135'
- 'AT1G74950'
- 'AT3G25770'
- 'AT5G64870'
- 'AT5G11740'
- 'AT5G43620'
- 'AT3G05500'
- 'AT4G24370'
- 'AT1G18300'
- 'AT3G06490'
- 'AT5G13190'
- 'AT4G33930'
- 'AT1G79310'
- 'AT1G50740'
- 'AT5G14730'
- 'AT3G52800'
- 'AT5G04760'
- 'AT4G32020'
- 'AT4G22710'
- 'AT3G15210'
- 'AT4G30530'
- 'AT4G35480'
- 'AT2G28500'
- 'AT1G17420'
- 'AT3G13600'
- 'AT5G46590'
- 'AT4G17615'
- 'AT1G61820'
- 'AT1G66500'
- 'AT5G13220'
- 'AT5G63790'
- 'AT1G15010'
- 'AT4G37770'
- 'AT1G72520'
- 'AT3G02840'
- 'AT1G68840'
- 'AT4G27654'
- 'AT3G50930'
- 'AT5G08790'
- 'AT2G01150'
- 'AT5G42050'
- 'AT4G31780'
- 'AT2G32200'
- 'AT3G43250'
- 'AT5G63160'
- 'AT2G16660'
- 'AT3G49530'
- 'AT5G01100'
- 'AT5G66070'
- 'AT3G03200'
- 'AT5G44060'
- 'AT3G43430'
- 'AT4G36900'
- 'AT4G12720'
- 'AT1G63840'
- 'AT3G17690'
- 'AT5G59490'
- 'AT2G22470'
- 'AT1G32928'
- 'AT4G22610'
- 'AT2G46150'
- 'AT3G48450'
- 'AT5G44350'
- 'AT3G44870'
- 'AT5G16010'
- 'AT3G49690'
- 'AT4G34410'
- 'AT5G48655'
- 'AT1G73540'
- 'AT1G13390'
- 'AT4G24160'
- 'AT2G38470'
- 'AT5G17350'
- 'AT5G64660'
- 'AT5G12010'
- 'AT1G09950'
- 'AT5G59230'
- 'AT1G70700'
- 'AT1G19770'
- 'AT2G28650'
- 'AT2G41430'
- 'AT1G64065'
- 'AT1G19780'
- 'AT4G08040'
- 'AT2G39650'
- 'AT5G35580'
- 'AT5G45110'
- 'AT4G33920'
- 'AT1G31290'
- 'AT2G29450'
- 'AT1G08920'
- 'AT2G23810'
- 'AT1G03730'
- 'AT1G72416'
- 'AT3G62260'
- 'AT3G44860'
- 'AT4G15130'
- 'AT3G01830'
- 'AT5G24590'
- 'AT5G35735'
- 'AT1G05100'
- $GEP_15
-
- 'AT2G36100'
- 'AT4G17215'
- 'AT5G42180'
- 'AT1G30750'
- 'AT2G32300'
- 'AT1G61590'
- 'AT3G11550'
- 'AT5G65530'
- 'AT2G40113'
- 'AT2G39430'
- 'AT1G71740'
- 'AT2G27370'
- 'AT3G24020'
- 'AT4G02090'
- 'AT2G34310'
- 'AT5G66390'
- 'AT2G30210'
- 'AT4G13580'
- 'AT2G47630'
- 'AT3G52790'
- 'AT3G55230'
- 'AT5G06200'
- 'AT1G03920'
- 'AT3G22620'
- 'AT1G44970'
- 'AT2G34590'
- 'AT4G21340'
- 'AT2G28671'
- 'AT5G36160'
- 'AT5G15290'
- 'AT5G42655'
- 'AT1G43020'
- 'AT4G38690'
- 'AT2G38400'
- 'AT3G09540'
- 'AT4G25680'
- 'AT3G56240'
- 'AT4G26140'
- 'AT5G23920'
- 'AT1G61240'
- 'AT4G05170'
- 'AT2G22620'
- 'AT4G02830'
- 'AT1G60690'
- 'AT4G13660'
- 'AT3G53260'
- 'AT2G40060'
- 'AT5G18680'
- 'AT1G49580'
- 'AT2G47810'
- 'AT1G07740'
- 'AT4G20140'
- 'AT5G40270'
- 'AT1G80820'
- 'AT5G19590'
- 'AT5G47530'
- 'AT2G21100'
- 'AT5G63590'
- 'AT1G72310'
- 'AT5G46800'
- 'AT3G20510'
- 'AT3G55390'
- 'AT4G09890'
- 'AT3G19450'
- 'AT2G15300'
- 'AT5G67340'
- 'AT3G52400'
- 'AT3G10910'
- 'AT1G08670'
- 'AT3G15518'
- 'AT4G19880'
- 'AT3G16340'
- 'AT1G17970'
- 'AT2G44480'
- 'AT4G25570'
- 'AT1G20380'
- 'AT4G34920'
- 'AT1G08320'
- 'AT4G24130'
- 'AT3G06125'
- 'AT4G13100'
- 'AT1G02500'
- 'AT2G33990'
- 'AT1G80640'
- 'AT5G55850'
- 'AT5G10520'
- 'AT5G58375'
- 'AT1G72430'
- 'AT3G32980'
- 'AT5G61210'
- 'AT4G19720'
- 'AT5G44790'
- 'AT5G55130'
- 'AT2G36310'
- 'AT2G32800'
- 'AT4G19920'
- 'AT1G70340'
- 'AT3G22600'
- 'AT5G38005'
- 'AT4G25660'
- 'AT5G19290'
- 'AT3G12020'
- 'AT1G13830'
- 'AT5G42030'
- 'AT5G54585'
- 'AT1G47760'
- 'AT2G20290'
- 'AT3G10640'
- 'AT2G32720'
- 'AT1G50740'
- 'AT3G25930'
- 'AT2G38800'
- 'AT3G56310'
- 'AT1G61795'
- 'AT1G79570'
- 'AT5G65020'
- 'AT5G43780'
- 'AT1G48520'
- 'AT3G46000'
- 'AT5G67370'
- 'AT1G73640'
- 'AT1G18490'
- 'AT4G35160'
- 'AT3G09270'
- 'AT5G44700'
- 'AT4G00940'
- 'AT3G27150'
- 'AT4G34220'
- 'AT1G43700'
- 'AT2G44160'
- 'AT5G21090'
- 'AT3G61260'
- 'AT2G48130'
- 'AT4G34050'
- 'AT1G06550'
- 'AT1G72710'
- 'AT5G51680'
- 'AT1G06640'
- 'AT4G05180'
- 'AT4G15330'
- 'AT3G27884'
- 'AT1G51680'
- 'AT4G29220'
- 'AT4G17280'
- 'AT5G17380'
- 'AT3G05920'
- 'AT3G59880'
- 'AT5G53710'
- 'AT2G36060'
- 'AT1G74080'
- 'AT1G74470'
- 'AT5G16770'
- 'AT5G61340'
- 'AT5G10830'
- 'AT5G41040'
- 'AT3G26030'
- 'AT1G49490'
- 'AT1G18890'
- 'AT1G28815'
- 'AT5G28646'
- 'AT1G42960'
- 'AT1G43010'
- 'AT5G59490'
- 'AT5G48930'
- 'AT4G35790'
- 'AT4G08770'
- 'AT1G01120'
- 'AT1G36160'
- 'AT1G65720'
- 'AT1G65690'
- 'AT5G66490'
- 'AT1G43140'
- 'AT5G43540'
- 'AT1G14380'
- 'AT4G17483'
- 'AT1G20090'
- 'AT1G32440'
- 'AT5G10280'
- 'AT5G58770'
- 'AT1G30520'
- 'AT1G70140'
- 'AT4G38340'
- 'AT1G47530'
- 'AT3G52230'
- 'AT1G04660'
- 'AT3G14440'
- 'AT4G30980'
- 'AT5G09440'
- 'AT5G26310'
- 'AT2G36830'
- 'AT2G42760'
- 'AT1G09430'
- 'AT4G11970'
- 'AT2G02360'
- 'AT1G77765'
- 'AT3G05500'
- 'AT1G45130'
- 'AT1G76250'
- 'AT1G05710'
- 'AT1G52155'
- $GEP_16
-
- 'AT3G16440'
- 'AT3G20160'
- 'AT1G47600'
- 'AT1G06090'
- 'AT3G06460'
- 'AT1G51470'
- 'AT3G49190'
- 'AT2G23410'
- 'AT3G03500'
- 'AT1G26820'
- 'AT1G55240'
- 'AT2G32610'
- 'AT4G13890'
- 'AT2G37540'
- 'AT1G06080'
- 'AT5G01220'
- 'AT5G23530'
- 'AT5G04200'
- 'AT3G48340'
- 'AT2G32620'
- 'AT1G08310'
- 'AT4G22640'
- 'AT1G74020'
- 'AT1G62935'
- 'AT2G14095'
- 'AT2G15830'
- 'AT1G03070'
- 'AT5G16230'
- 'AT5G15870'
- 'AT3G22740'
- 'AT5G44380'
- 'AT5G60530'
- 'AT2G38480'
- 'AT1G51260'
- 'AT5G57800'
- 'AT3G52820'
- 'AT4G30850'
- 'AT2G23400'
- 'AT3G05630'
- 'AT1G14240'
- 'AT2G43880'
- 'AT3G25950'
- 'AT1G66030'
- 'AT2G42170'
- 'AT4G30470'
- 'AT2G26670'
- 'AT1G17310'
- 'AT1G27110'
- 'AT5G51520'
- 'AT2G37700'
- 'AT1G79330'
- 'AT3G56060'
- 'AT4G00080'
- 'AT5G04970'
- 'AT2G23790'
- 'AT1G11190'
- 'AT5G54870'
- 'AT1G15385'
- 'AT4G19030'
- 'AT1G74000'
- 'AT1G26720'
- 'AT3G49180'
- 'AT3G47400'
- 'AT3G45130'
- 'AT5G15940'
- 'AT4G15160'
- 'AT4G04460'
- 'AT1G52050'
- 'AT5G23220'
- 'AT5G57400'
- 'AT2G11810'
- 'AT5G18270'
- 'AT2G01275'
- 'AT1G17030'
- 'AT4G24310'
- 'AT3G53990'
- 'AT5G44610'
- 'AT1G52060'
- 'AT5G15860'
- 'AT1G33280'
- 'AT5G03510'
- 'AT2G29995'
- 'AT5G48180'
- 'AT2G42890'
- 'AT3G06210'
- 'AT2G01340'
- 'AT3G11720'
- 'AT1G72590'
- 'AT1G34490'
- 'AT2G31130'
- 'AT2G34340'
- 'AT4G10350'
- 'AT3G09950'
- 'AT2G25215'
- 'AT1G15380'
- 'AT2G37530'
- 'AT1G09070'
- 'AT2G46950'
- 'AT5G18980'
- 'AT2G31560'
- 'AT4G17830'
- 'AT1G62940'
- 'AT3G14560'
- 'AT2G40110'
- 'AT3G23050'
- 'AT3G02430'
- 'AT4G32440'
- 'AT5G38710'
- 'AT5G43590'
- 'AT3G14770'
- 'AT5G04250'
- 'AT3G56891'
- 'AT4G20260'
- 'AT5G23210'
- 'AT3G01650'
- 'AT1G02860'
- 'AT5G20045'
- 'AT1G77000'
- 'AT5G02260'
- 'AT3G10740'
- 'AT1G34500'
- 'AT2G46740'
- 'AT3G04720'
- 'AT5G54370'
- 'AT3G04060'
- 'AT5G53380'
- 'AT2G31945'
- 'AT1G53700'
- 'AT3G48350'
- 'AT5G16840'
- 'AT5G19900'
- 'AT4G17790'
- 'AT5G64230'
- 'AT5G57685'
- 'AT1G79910'
- 'AT1G30700'
- 'AT1G12640'
- 'AT3G04330'
- 'AT3G13435'
- 'AT4G18980'
- 'AT2G15220'
- 'AT1G56630'
- 'AT1G16905'
- 'AT1G67730'
- 'AT4G18910'
- 'AT1G48260'
- 'AT5G43580'
- 'AT4G21980'
- 'AT5G66930'
- 'AT1G52070'
- 'AT5G67140'
- 'AT4G39090'
- 'AT4G18425'
- 'AT3G14170'
- 'AT4G19035'
- 'AT5G53590'
- 'AT2G03980'
- 'AT2G29420'
- 'AT4G02890'
- 'AT2G01890'
- 'AT1G57990'
- 'AT2G25460'
- 'AT1G17060'
- 'AT3G61930'
- 'AT3G10720'
- 'AT4G33180'
- 'AT2G01300'
- 'AT5G16240'
- 'AT3G05640'
- 'AT4G26890'
- 'AT3G60130'
- 'AT1G17180'
- 'AT1G68450'
- 'AT1G77770'
- 'AT4G34135'
- 'AT1G51035'
- 'AT2G25940'
- 'AT2G17500'
- 'AT5G01820'
- 'AT1G17620'
- 'AT2G39350'
- 'AT4G30790'
- 'AT3G51090'
- 'AT1G23060'
- 'AT4G25700'
- 'AT1G71520'
- 'AT3G11780'
- 'AT2G30220'
- 'AT2G45400'
- 'AT3G03530'
- 'AT1G80940'
- 'AT1G70430'
- 'AT1G54120'
- 'AT5G51260'
- 'AT1G32920'
- 'AT1G30730'
- 'AT2G27930'
- 'AT1G72790'
- 'AT5G24070'
- 'AT1G60810'
- $GEP_17
-
- 'AT2G47540'
- 'AT4G22217'
- 'AT1G53680'
- 'AT1G27140'
- 'AT3G16390'
- 'AT3G02230'
- 'AT1G23750'
- 'AT4G01480'
- 'AT5G11440'
- 'AT5G49270'
- 'AT2G04170'
- 'AT2G01540'
- 'AT1G58270'
- 'AT3G61560'
- 'AT2G45750'
- 'AT2G17720'
- 'AT5G13500'
- 'AT3G43960'
- 'AT1G53920'
- 'AT4G22214'
- 'AT3G05155'
- 'AT1G14220'
- 'AT1G07795'
- 'AT3G23175'
- 'AT2G47360'
- 'AT1G24620'
- 'AT4G37640'
- 'AT5G12050'
- 'AT5G17820'
- 'AT5G14030'
- 'AT2G28440'
- 'AT3G03250'
- 'AT2G32380'
- 'AT5G46890'
- 'AT2G25810'
- 'AT5G39320'
- 'AT3G05920'
- 'AT4G27480'
- 'AT5G46900'
- 'AT3G51160'
- 'AT1G24735'
- 'AT3G23190'
- 'AT1G27740'
- 'AT3G28550'
- 'AT1G66270'
- 'AT3G06300'
- 'AT5G15650'
- 'AT2G18980'
- 'AT2G41110'
- 'AT5G40510'
- 'AT1G03550'
- 'AT1G67910'
- 'AT3G27300'
- 'AT3G53370'
- 'AT4G09990'
- 'AT5G44020'
- 'AT1G35720'
- 'AT1G63450'
- 'AT4G18070'
- 'AT4G12510'
- 'AT3G20370'
- 'AT1G33800'
- 'AT5G46230'
- 'AT3G01720'
- 'AT1G63220'
- 'AT5G13990'
- 'AT1G04040'
- 'AT2G21160'
- 'AT1G33090'
- 'AT2G47650'
- 'AT1G01750'
- 'AT4G22666'
- 'AT2G46140'
- 'AT5G15890'
- 'AT4G12520'
- 'AT2G34940'
- 'AT5G42510'
- 'AT4G18810'
- 'AT3G09330'
- 'AT1G23720'
- 'AT4G25570'
- 'AT3G07880'
- 'AT1G56550'
- 'AT1G56330'
- 'AT3G21180'
- 'AT3G07680'
- 'AT3G46490'
- 'AT3G10920'
- 'AT2G45890'
- 'AT3G24670'
- 'AT5G50460'
- 'AT2G34910'
- 'AT1G65610'
- 'AT4G31470'
- 'AT1G73580'
- 'AT1G70490'
- 'AT2G35610'
- 'AT3G08580'
- 'AT4G09100'
- 'AT1G20050'
- 'AT2G25520'
- 'AT1G32210'
- 'AT2G46170'
- 'AT1G52660'
- 'AT5G42785'
- 'AT3G15950'
- 'AT5G14330'
- 'AT2G41970'
- 'AT3G62830'
- 'AT1G04280'
- 'AT4G13440'
- 'AT1G05320'
- 'AT1G22500'
- 'AT3G17780'
- 'AT3G56000'
- 'AT3G18780'
- 'AT1G05810'
- 'AT1G74210'
- 'AT4G24310'
- 'AT5G48580'
- 'AT5G16910'
- 'AT4G30460'
- 'AT1G69240'
- 'AT3G57360'
- 'AT2G03440'
- 'AT2G37330'
- 'AT3G46760'
- 'AT3G46270'
- 'AT4G36880'
- 'AT5G37780'
- 'AT4G18430'
- 'AT3G43810'
- 'AT2G25260'
- 'AT5G62310'
- 'AT3G21680'
- 'AT3G50130'
- 'AT4G02830'
- 'AT1G04030'
- 'AT3G50140'
- 'AT1G70770'
- 'AT5G16510'
- 'AT3G19390'
- 'AT3G13782'
- 'AT4G26830'
- 'AT2G28960'
- 'AT1G21750'
- 'AT5G11190'
- 'AT3G03160'
- 'AT1G30900'
- 'AT5G39950'
- 'AT3G01190'
- 'AT5G14150'
- 'AT3G09925'
- 'AT1G52240'
- 'AT5G24880'
- 'AT3G18060'
- 'AT2G34250'
- 'AT2G21045'
- 'AT3G11320'
- 'AT2G18450'
- 'AT4G30170'
- 'AT1G61770'
- 'AT3G48570'
- 'AT5G60800'
- 'AT3G62120'
- 'AT5G10780'
- 'AT3G52730'
- 'AT5G01610'
- 'AT3G61270'
- 'AT2G17130'
- 'AT1G13950'
- 'AT4G29480'
- 'AT4G26770'
- 'AT2G22970'
- 'AT1G21900'
- 'AT5G03345'
- 'AT2G45070'
- 'AT2G43350'
- 'AT1G10630'
- 'AT1G09330'
- 'AT5G13150'
- 'AT4G31340'
- 'AT5G49870'
- 'AT2G48080'
- 'AT3G54960'
- 'AT4G23470'
- 'AT4G24920'
- 'AT4G04875'
- 'AT5G24310'
- 'AT1G66470'
- 'AT3G07570'
- 'AT5G63400'
- 'AT5G04430'
- 'AT1G63930'
- 'AT3G52760'
- 'AT1G67328'
- 'AT1G27350'
- 'AT1G30990'
- 'AT4G09500'
- 'AT5G42020'
- $GEP_18
-
- 'AT2G04025'
- 'AT4G34970'
- 'AT1G04610'
- 'AT5G57420'
- 'AT1G18265'
- 'AT2G28900'
- 'AT1G13620'
- 'AT3G60650'
- 'AT1G18250'
- 'AT5G09960'
- 'AT1G72490'
- 'AT3G20840'
- 'AT2G28790'
- 'AT1G17400'
- 'AT1G32900'
- 'AT4G38410'
- 'AT2G01420'
- 'AT2G21050'
- 'AT2G39700'
- 'AT3G51750'
- 'AT2G46990'
- 'AT2G03830'
- 'AT3G53040'
- 'AT4G35720'
- 'AT1G78520'
- 'AT5G39820'
- 'AT1G56680'
- 'AT3G02245'
- 'AT5G59790'
- 'AT1G75580'
- 'AT3G20880'
- 'AT5G51550'
- 'AT2G05330'
- 'AT3G55550'
- 'AT3G10780'
- 'AT1G26870'
- 'AT5G58580'
- 'AT2G38230'
- 'AT1G19115'
- 'AT4G14690'
- 'AT3G60900'
- 'AT2G23050'
- 'AT4G15248'
- 'AT3G57670'
- 'AT4G37940'
- 'AT2G46850'
- 'AT1G49475'
- 'AT1G26680'
- 'AT3G23570'
- 'AT5G02380'
- 'AT1G51220'
- 'AT5G60810'
- 'AT2G18230'
- 'AT4G09940'
- 'AT4G24710'
- 'AT1G06980'
- 'AT4G23060'
- 'AT4G27520'
- 'AT1G47270'
- 'AT5G17430'
- 'AT2G38810'
- 'AT4G33800'
- 'AT1G53070'
- 'AT1G10760'
- 'AT3G27415'
- 'AT5G07550'
- 'AT1G10530'
- 'AT1G09570'
- 'AT5G17520'
- 'AT1G12860'
- 'AT2G25130'
- 'AT3G01690'
- 'AT3G48670'
- 'AT3G62320'
- 'AT1G51190'
- 'AT1G53860'
- 'AT2G45740'
- 'AT3G63450'
- 'AT4G22250'
- 'AT3G18230'
- 'AT1G49390'
- 'AT4G36930'
- 'AT3G55760'
- 'AT1G35230'
- 'AT3G30350'
- 'AT5G26670'
- 'AT3G02210'
- 'AT4G36240'
- 'AT4G09020'
- 'AT3G52440'
- 'AT4G16780'
- 'AT5G63530'
- 'AT4G39950'
- 'AT3G17840'
- 'AT5G17810'
- 'AT4G00490'
- 'AT1G29980'
- 'AT5G48130'
- 'AT1G32190'
- 'AT3G10940'
- 'AT3G47800'
- 'AT1G72180'
- 'AT1G49110'
- 'AT1G28190'
- 'AT5G19160'
- 'AT1G74440'
- 'AT4G15910'
- 'AT1G73500'
- 'AT1G56280'
- 'AT5G64080'
- 'AT1G75710'
- 'AT5G50740'
- 'AT3G19500'
- 'AT2G35950'
- 'AT1G69526'
- 'AT4G03965'
- 'AT4G00750'
- 'AT1G01570'
- 'AT2G41650'
- 'AT3G16770'
- 'AT1G72100'
- 'AT1G18740'
- 'AT5G48650'
- 'AT5G01670'
- 'AT1G22190'
- 'AT4G29690'
- 'AT5G52470'
- 'AT4G24660'
- 'AT3G09830'
- 'AT1G06990'
- 'AT1G33790'
- 'AT4G08950'
- 'AT3G03660'
- 'AT5G27200'
- 'AT1G79580'
- 'AT1G54385'
- 'AT2G29980'
- 'AT1G14720'
- 'AT4G26760'
- 'AT3G14362'
- 'AT4G28170'
- 'AT3G60640'
- 'AT2G28870'
- 'AT1G13530'
- 'AT3G50070'
- 'AT1G49620'
- 'AT3G42670'
- 'AT2G21060'
- 'AT4G36950'
- 'AT4G28720'
- 'AT4G13690'
- 'AT1G08350'
- 'AT3G17160'
- 'AT2G12646'
- 'AT2G39220'
- 'AT4G31500'
- 'AT2G37600'
- 'AT4G33145'
- 'AT1G70480'
- 'AT2G04805'
- 'AT1G11670'
- 'AT3G57160'
- 'AT3G01860'
- 'AT4G24275'
- 'AT1G70420'
- 'AT5G48360'
- 'AT3G60690'
- 'AT3G23050'
- 'AT5G17170'
- 'AT5G19520'
- 'AT1G06040'
- 'AT2G02760'
- 'AT3G60670'
- 'AT1G57820'
- 'AT2G34020'
- 'AT3G12320'
- 'AT1G74500'
- 'AT1G15330'
- 'AT2G44290'
- 'AT1G53887'
- 'AT4G08465'
- 'AT3G48660'
- 'AT5G01075'
- 'AT1G12130'
- 'AT4G30340'
- 'AT5G67200'
- 'AT1G18650'
- 'AT1G68560'
- 'AT3G23280'
- 'AT5G22520'
- 'AT2G45340'
- 'AT1G21340'
- 'AT4G32890'
- 'AT4G18335'
- 'AT3G62530'
- 'AT4G16140'
- 'AT4G00238'
- 'AT5G54470'
- 'AT1G14410'
- 'AT1G13280'
- $GEP_19
-
- 'AT1G54575'
- 'AT5G04080'
- 'AT5G43380'
- 'AT5G63850'
- 'AT5G27690'
- 'AT5G02600'
- 'AT5G50720'
- 'AT3G04300'
- 'AT2G16740'
- 'AT1G62380'
- 'AT3G15650'
- 'AT2G36650'
- 'AT5G53120'
- 'AT5G65280'
- 'AT4G14020'
- 'AT5G66440'
- 'AT4G19840'
- 'AT3G03270'
- 'AT2G38640'
- 'AT1G79430'
- 'AT3G15353'
- 'AT5G42146'
- 'AT1G10380'
- 'AT2G15310'
- 'AT1G31812'
- 'AT5G54660'
- 'AT1G22710'
- 'AT5G57350'
- 'AT4G33660'
- 'AT5G17650'
- 'AT5G42980'
- 'AT5G62680'
- 'AT4G02810'
- 'AT2G27550'
- 'AT5G22090'
- 'AT2G45760'
- 'AT1G73630'
- 'AT4G36410'
- 'AT3G12730'
- 'AT5G48960'
- 'AT5G10625'
- 'AT5G49320'
- 'AT4G39700'
- 'AT2G18196'
- 'AT1G76130'
- 'AT5G58690'
- 'AT5G45350'
- 'AT1G62570'
- 'AT1G59730'
- 'AT3G21600'
- 'AT1G54410'
- 'AT5G17450'
- 'AT1G69410'
- 'AT1G27530'
- 'AT1G33080'
- 'AT5G64240'
- 'AT5G41380'
- 'AT5G12140'
- 'AT5G52120'
- 'AT1G78580'
- 'AT1G07640'
- 'AT4G27450'
- 'AT5G57190'
- 'AT4G36740'
- 'AT1G80120'
- 'AT1G12140'
- 'AT2G48090'
- 'AT2G08610'
- 'AT5G02380'
- 'AT5G20830'
- 'AT3G25570'
- 'AT5G63990'
- 'AT5G09220'
- 'AT1G12010'
- 'AT4G20240'
- 'AT4G15660'
- 'AT1G77885'
- 'AT4G01600'
- 'AT1G23530'
- 'AT3G21510'
- 'AT4G26840'
- 'AT4G15670'
- 'AT2G47710'
- 'AT3G51680'
- 'AT1G01470'
- 'AT3G06962'
- 'AT3G22961'
- 'AT3G03341'
- 'AT5G04370'
- 'AT1G78320'
- 'AT1G75820'
- 'AT4G22212'
- 'AT1G07397'
- 'AT5G06850'
- 'AT5G01750'
- 'AT5G14070'
- 'AT4G31380'
- 'AT4G15680'
- 'AT1G07407'
- 'AT3G08115'
- 'AT4G38740'
- 'AT3G03495'
- 'AT1G02705'
- 'AT1G31770'
- 'AT2G02000'
- 'AT2G32990'
- 'AT1G58340'
- 'AT2G36330'
- 'AT5G63710'
- 'AT5G53850'
- 'AT4G37180'
- 'AT2G25680'
- 'AT4G27960'
- 'AT4G22340'
- 'AT3G60720'
- 'AT3G43250'
- 'AT4G10120'
- 'AT1G52700'
- 'AT1G61820'
- 'AT1G44100'
- 'AT5G59890'
- 'AT1G21140'
- 'AT5G05365'
- 'AT1G71040'
- 'AT2G03500'
- 'AT1G80760'
- 'AT5G49660'
- 'AT3G59930'
- 'AT1G64700'
- 'AT3G19550'
- 'AT3G16360'
- 'AT1G71870'
- 'AT3G49620'
- 'AT5G26620'
- 'AT2G32150'
- 'AT3G03990'
- 'AT1G11450'
- 'AT1G63820'
- 'AT2G42910'
- 'AT1G13440'
- 'AT5G59080'
- 'AT5G41663'
- 'AT2G34690'
- 'AT2G18960'
- 'AT4G29690'
- 'AT3G02470'
- 'AT2G23600'
- 'AT5G01370'
- 'AT2G24940'
- 'AT3G60490'
- 'AT5G54130'
- 'AT4G39955'
- 'AT2G16700'
- 'AT5G07310'
- 'AT4G35480'
- 'AT1G10900'
- 'AT3G57870'
- 'AT2G27030'
- 'AT5G24800'
- 'AT3G48940'
- 'AT3G12090'
- 'AT2G46630'
- 'AT3G03505'
- 'AT3G45610'
- 'AT2G05760'
- 'AT4G11600'
- 'AT1G04180'
- 'AT4G26970'
- 'AT5G59090'
- 'AT3G24770'
- 'AT4G00670'
- 'AT3G22850'
- 'AT1G22050'
- 'AT4G19450'
- 'AT2G39830'
- 'AT5G25890'
- 'AT4G15990'
- 'AT1G05340'
- 'AT4G29350'
- 'AT2G35635'
- 'AT1G77380'
- 'AT5G21482'
- 'AT4G16480'
- 'AT5G05790'
- 'AT1G55740'
- 'AT1G70280'
- 'AT3G63200'
- 'AT2G02010'
- 'AT1G15270'
- 'AT2G43050'
- 'AT4G34590'
- 'AT1G33340'
- 'AT1G23730'
- 'AT5G54840'
- 'AT4G10040'
- 'AT1G75390'
- 'AT1G08237'
- 'AT5G14500'
- 'AT1G70800'
- 'AT5G43890'
- $GEP_20
-
- 'AT4G40090'
- 'AT4G02270'
- 'AT1G62980'
- 'AT4G25820'
- 'AT2G03720'
- 'AT4G00680'
- 'AT5G67400'
- 'AT4G30320'
- 'AT3G60280'
- 'AT4G25790'
- 'AT5G23030'
- 'AT5G05500'
- 'AT5G22410'
- 'AT5G46870'
- 'AT5G57625'
- 'AT1G06923'
- 'AT4G22080'
- 'AT1G54970'
- 'AT5G24313'
- 'AT3G09925'
- 'AT5G19800'
- 'AT5G19790'
- 'AT5G14330'
- 'AT3G54590'
- 'AT5G63270'
- 'AT1G02570'
- 'AT5G04960'
- 'AT1G30870'
- 'AT5G40860'
- 'AT5G06630'
- 'AT2G20520'
- 'AT1G48930'
- 'AT5G35190'
- 'AT3G05490'
- 'AT3G10710'
- 'AT5G42510'
- 'AT1G31885'
- 'AT4G33730'
- 'AT4G08400'
- 'AT2G22290'
- 'AT1G12560'
- 'AT2G25240'
- 'AT4G25190'
- 'AT5G06640'
- 'AT5G15600'
- 'AT3G54580'
- 'AT3G62680'
- 'AT5G24880'
- 'AT1G73580'
- 'AT1G12040'
- 'AT3G07070'
- 'AT4G34580'
- 'AT1G34760'
- 'AT5G57530'
- 'AT1G16440'
- 'AT4G08410'
- 'AT5G58010'
- 'AT2G24980'
- 'AT4G01480'
- 'AT4G18430'
- 'AT3G15700'
- 'AT4G13390'
- 'AT5G07450'
- 'AT3G01730'
- 'AT2G21880'
- 'AT2G47530'
- 'AT4G04900'
- 'AT4G03330'
- 'AT3G60330'
- 'AT3G07880'
- 'AT1G60050'
- 'AT3G49960'
- 'AT1G55290'
- 'AT2G41110'
- 'AT5G26080'
- 'AT5G57540'
- 'AT1G01453'
- 'AT3G54040'
- 'AT2G41970'
- 'AT5G06990'
- 'AT3G07490'
- 'AT1G30990'
- 'AT5G43230'
- 'AT3G12540'
- 'AT1G05990'
- 'AT4G30670'
- 'AT1G56220'
- 'AT3G52460'
- 'AT5G17390'
- 'AT4G20190'
- 'AT4G34930'
- 'AT5G43350'
- 'AT5G44610'
- 'AT1G05810'
- 'AT4G29180'
- 'AT4G33880'
- 'AT2G33460'
- 'AT4G28850'
- 'AT1G35670'
- 'AT3G61560'
- 'AT1G61950'
- 'AT2G39518'
- 'AT4G39890'
- 'AT1G54940'
- 'AT5G01610'
- 'AT1G30850'
- 'AT2G44110'
- 'AT1G25240'
- 'AT2G47360'
- 'AT4G01110'
- 'AT1G01750'
- 'AT3G58000'
- 'AT2G01540'
- 'AT2G45890'
- 'AT3G13782'
- 'AT1G55640'
- 'AT4G19680'
- 'AT1G26360'
- 'AT5G05840'
- 'AT2G26410'
- 'AT2G32270'
- 'AT1G59725'
- 'AT5G17820'
- 'AT1G70460'
- 'AT5G18910'
- 'AT5G61550'
- 'AT4G24026'
- 'AT4G33020'
- 'AT2G46170'
- 'AT3G54870'
- 'AT4G25220'
- 'AT3G03000'
- 'AT5G56170'
- 'AT3G23190'
- 'AT4G02390'
- 'AT2G31350'
- 'AT4G30560'
- 'AT1G05240'
- 'AT4G29800'
- 'AT5G65160'
- 'AT1G73860'
- 'AT5G19560'
- 'AT5G54790'
- 'AT1G11655'
- 'AT1G34510'
- 'AT5G40510'
- 'AT1G47740'
- 'AT2G39690'
- 'AT5G61350'
- 'AT1G69240'
- 'AT3G18780'
- 'AT1G52660'
- 'AT4G18940'
- 'AT3G23600'
- 'AT2G38500'
- 'AT2G19760'
- 'AT1G01660'
- 'AT1G53680'
- 'AT1G27740'
- 'AT1G70410'
- 'AT1G79320'
- 'AT4G40010'
- 'AT5G44020'
- 'AT1G02380'
- 'AT2G29620'
- 'AT1G04280'
- 'AT5G40730'
- 'AT2G30930'
- 'AT4G34380'
- 'AT4G31250'
- 'AT2G37820'
- 'AT2G39110'
- 'AT3G23175'
- 'AT5G05370'
- 'AT4G08620'
- 'AT5G51270'
- 'AT5G21130'
- 'AT2G19060'
- 'AT1G63220'
- 'AT4G07960'
- 'AT2G34910'
- 'AT5G24310'
- 'AT1G79250'
- 'AT3G20557'
- 'AT1G75160'
- 'AT4G09570'
- 'AT3G21180'
- 'AT5G15650'
- 'AT1G14170'
- 'AT3G17600'
- 'AT1G13950'
- 'AT2G17130'
- 'AT5G61640'
- 'AT1G55020'
- 'AT2G21030'
- 'AT2G20030'
- 'AT2G39900'
- 'AT3G59340'
- 'AT5G58360'
- 'AT3G08580'
- $GEP_21
-
- 'AT5G12020'
- 'AT5G12030'
- 'AT1G54050'
- 'AT2G29500'
- 'AT1G53540'
- 'AT4G25200'
- 'AT1G07400'
- 'AT2G26150'
- 'AT3G24500'
- 'AT1G16030'
- 'AT5G52640'
- 'AT2G32120'
- 'AT3G16050'
- 'AT3G46230'
- 'AT1G14200'
- 'AT1G30070'
- 'AT2G20560'
- 'AT3G10020'
- 'AT3G09350'
- 'AT4G12400'
- 'AT1G52560'
- 'AT2G47180'
- 'AT1G74310'
- 'AT3G12580'
- 'AT2G46240'
- 'AT1G59860'
- 'AT5G25450'
- 'AT5G51440'
- 'AT3G07090'
- 'AT1G72416'
- 'AT5G35320'
- 'AT4G27670'
- 'AT4G10250'
- 'AT5G59720'
- 'AT5G48570'
- 'AT1G71000'
- 'AT4G21320'
- 'AT3G51910'
- 'AT2G19310'
- 'AT4G25380'
- 'AT5G62020'
- 'AT5G37670'
- 'AT1G67360'
- 'AT5G47830'
- 'AT1G66080'
- 'AT4G27657'
- 'AT3G44110'
- 'AT3G25230'
- 'AT3G14200'
- 'AT5G54165'
- 'AT5G58070'
- 'AT1G55530'
- 'AT3G12050'
- 'AT5G07330'
- 'AT1G26800'
- 'AT4G23493'
- 'AT5G15450'
- 'AT1G67365'
- 'AT1G59865'
- 'AT5G54940'
- 'AT4G15420'
- 'AT1G27730'
- 'AT4G23570'
- 'AT5G64510'
- 'AT5G05410'
- 'AT1G74500'
- 'AT5G13200'
- 'AT2G27580'
- 'AT5G56030'
- 'AT3G49570'
- 'AT2G29450'
- 'AT3G08970'
- 'AT1G12060'
- 'AT4G09150'
- 'AT3G13580'
- 'AT1G61340'
- 'AT5G65207'
- 'AT1G03070'
- 'AT1G52740'
- 'AT2G01150'
- 'AT5G09590'
- 'AT2G26140'
- 'AT3G63350'
- 'AT4G36990'
- 'AT3G28210'
- 'AT4G05070'
- 'AT3G09440'
- 'AT3G17611'
- 'AT5G15950'
- 'AT5G56010'
- 'AT3G49010'
- 'AT5G08790'
- 'AT2G14878'
- 'AT4G32480'
- 'AT2G47730'
- 'AT1G56600'
- 'AT5G04340'
- 'AT1G29640'
- 'AT1G73740'
- 'AT1G07350'
- 'AT1G69760'
- 'AT3G15210'
- 'AT1G76650'
- 'AT5G22060'
- 'AT4G06170'
- 'AT2G24100'
- 'AT1G02000'
- 'AT1G07187'
- 'AT5G39850'
- 'AT5G61330'
- 'AT3G16640'
- 'AT4G05010'
- 'AT5G60680'
- 'AT1G08650'
- 'AT3G62260'
- 'AT1G18330'
- 'AT2G36930'
- 'AT1G55300'
- 'AT3G04920'
- 'AT2G41160'
- 'AT5G05220'
- 'AT5G37260'
- 'AT5G19875'
- 'AT2G25140'
- 'AT1G11270'
- 'AT2G38340'
- 'AT1G66500'
- 'AT1G17147'
- 'AT4G21990'
- 'AT4G15910'
- 'AT2G13360'
- 'AT4G29070'
- 'AT1G64200'
- 'AT1G66510'
- 'AT5G59820'
- 'AT1G70700'
- 'AT3G19580'
- 'AT5G66170'
- 'AT5G53400'
- 'AT1G53180'
- 'AT2G22240'
- 'AT5G03560'
- 'AT1G25260'
- 'AT3G63310'
- 'AT5G53680'
- 'AT3G15500'
- 'AT1G05575'
- 'AT2G34880'
- 'AT3G04710'
- 'AT4G23515'
- 'AT2G28400'
- 'AT3G20670'
- 'AT4G10040'
- 'AT5G24660'
- 'AT5G10695'
- 'AT2G30130'
- 'AT3G02080'
- 'AT5G02500'
- 'AT3G11940'
- 'AT1G28190'
- 'AT5G57100'
- 'AT1G28480'
- 'AT2G21130'
- 'AT1G59590'
- 'AT3G08690'
- 'AT5G48655'
- 'AT4G20000'
- 'AT1G78080'
- 'AT5G03210'
- 'AT5G62520'
- 'AT3G24830'
- 'AT5G63130'
- 'AT3G49910'
- 'AT2G26530'
- 'AT2G20880'
- 'AT1G17530'
- 'AT4G33920'
- 'AT5G48100'
- 'AT5G62190'
- 'AT3G10815'
- 'AT3G05695'
- 'AT5G13220'
- 'AT2G36460'
- 'AT4G28703'
- 'AT5G49910'
- 'AT3G16040'
- 'AT2G01390'
- 'AT1G78070'
- 'AT4G36500'
- 'AT1G22190'
- 'AT1G07770'
- 'AT3G12120'
- 'AT4G25130'
- 'AT2G32510'
- 'AT4G27652'
- 'AT4G29905'
- 'AT4G11660'
- 'AT3G10930'
- 'AT4G04610'
- 'AT4G21850'
- $GEP_22
-
- 'AT5G02640'
- 'AT5G50950'
- 'AT1G55210'
- 'AT1G68810'
- 'AT3G21270'
- 'AT4G36160'
- 'AT4G23690'
- 'AT3G10080'
- 'AT1G03820'
- 'AT2G47670'
- 'AT1G79620'
- 'AT3G08490'
- 'AT5G08370'
- 'AT2G31110'
- 'AT1G62981'
- 'AT5G60650'
- 'AT5G06670'
- 'AT1G08283'
- 'AT1G01900'
- 'AT1G27380'
- 'AT3G51030'
- 'AT5G60490'
- 'AT3G29360'
- 'AT5G02010'
- 'AT5G66300'
- 'AT5G64530'
- 'AT4G14940'
- 'AT2G28410'
- 'AT5G53730'
- 'AT5G35960'
- 'AT4G32280'
- 'AT4G18640'
- 'AT4G28140'
- 'AT5G23860'
- 'AT2G18060'
- 'AT4G37450'
- 'AT4G08685'
- 'AT5G57670'
- 'AT5G01070'
- 'AT5G01360'
- 'AT1G14890'
- 'AT3G44220'
- 'AT3G47400'
- 'AT3G17660'
- 'AT2G40320'
- 'AT3G05880'
- 'AT4G15802'
- 'AT3G18280'
- 'AT5G62770'
- 'AT5G48500'
- 'AT1G70490'
- 'AT1G67510'
- 'AT5G03170'
- 'AT2G46300'
- 'AT5G24510'
- 'AT1G29050'
- 'AT5G64690'
- 'AT5G54500'
- 'AT5G64030'
- 'AT2G22670'
- 'AT3G05180'
- 'AT4G29110'
- 'AT1G63520'
- 'AT5G16490'
- 'AT3G19260'
- 'AT2G30395'
- 'AT1G68200'
- 'AT2G45890'
- 'AT3G25710'
- 'AT4G30670'
- 'AT1G14190'
- 'AT4G30020'
- 'AT5G26330'
- 'AT5G07800'
- 'AT3G55890'
- 'AT3G08500'
- 'AT5G25840'
- 'AT5G15490'
- 'AT3G16490'
- 'AT3G44730'
- 'AT3G05910'
- 'AT4G32950'
- 'AT1G52830'
- 'AT3G51670'
- 'AT4G32880'
- 'AT2G19780'
- 'AT2G21300'
- 'AT1G09210'
- 'AT3G16570'
- 'AT2G35120'
- 'AT2G14890'
- 'AT5G12870'
- 'AT5G61480'
- 'AT1G07380'
- 'AT4G36540'
- 'AT5G48740'
- 'AT3G11490'
- 'AT3G22830'
- 'AT2G46760'
- 'AT1G02640'
- 'AT4G06195'
- 'AT5G35670'
- 'AT1G53163'
- 'AT2G46710'
- 'AT5G53830'
- 'AT5G45970'
- 'AT1G12420'
- 'AT3G15540'
- 'AT4G24780'
- 'AT4G14960'
- 'AT1G60810'
- 'AT1G26570'
- 'AT3G23805'
- 'AT2G37300'
- 'AT3G19150'
- 'AT3G53950'
- 'AT3G03250'
- 'AT1G53170'
- 'AT3G15250'
- 'AT1G14440'
- 'AT5G45020'
- 'AT2G36870'
- 'AT1G50010'
- 'AT2G37210'
- 'AT3G27630'
- 'AT2G47470'
- 'AT1G66810'
- 'AT5G43700'
- 'AT5G12250'
- 'AT5G06710'
- 'AT1G73760'
- 'AT1G52855'
- 'AT5G59290'
- 'AT2G31360'
- 'AT5G49440'
- 'AT1G03010'
- 'AT1G56330'
- 'AT3G55910'
- 'AT1G03900'
- 'AT1G23190'
- 'AT2G33385'
- 'AT5G49280'
- 'AT1G04820'
- 'AT3G55690'
- 'AT1G23040'
- 'AT3G06035'
- 'AT4G34950'
- 'AT2G39900'
- 'AT1G75020'
- 'AT3G03341'
- 'AT1G71930'
- 'AT2G35110'
- 'AT5G22740'
- 'AT1G12260'
- 'AT2G39870'
- 'AT3G20860'
- 'AT5G20900'
- 'AT5G38610'
- 'AT3G51380'
- 'AT5G06370'
- 'AT5G62700'
- 'AT3G29770'
- 'AT1G71050'
- 'AT5G57270'
- 'AT4G34490'
- 'AT1G80110'
- 'AT5G54670'
- 'AT2G36355'
- 'AT1G75840'
- 'AT1G45130'
- 'AT3G25900'
- 'AT5G07030'
- 'AT5G56540'
- 'AT1G71860'
- 'AT1G49880'
- 'AT5G37310'
- 'AT2G25190'
- 'AT1G20030'
- 'AT1G78300'
- 'AT5G36290'
- 'AT2G28200'
- 'AT4G02100'
- 'AT5G49460'
- 'AT2G04845'
- 'AT5G57410'
- 'AT5G38480'
- 'AT1G23490'
- 'AT5G62380'
- 'AT3G19380'
- 'AT3G61380'
- 'AT4G12980'
- 'AT5G66920'
- 'AT4G31340'
- 'AT2G05790'
- 'AT5G62880'
- 'AT2G27130'
- 'AT2G44690'
- 'AT5G26667'
- 'AT2G22122'
- 'AT4G08520'
- $GEP_23
-
- 'AT2G28760'
- 'AT2G28315'
- 'AT5G12870'
- 'AT4G18780'
- 'AT5G15630'
- 'AT3G53620'
- 'AT5G67230'
- 'AT2G17710'
- 'AT3G27200'
- 'AT4G27435'
- 'AT2G27740'
- 'AT3G50220'
- 'AT3G18660'
- 'AT3G53350'
- 'AT5G17420'
- 'AT5G59290'
- 'AT4G26580'
- 'AT5G49460'
- 'AT5G54690'
- 'AT1G33800'
- 'AT3G55990'
- 'AT3G16920'
- 'AT1G62990'
- 'AT5G42710'
- 'AT5G16490'
- 'AT1G19300'
- 'AT1G27440'
- 'AT1G29200'
- 'AT4G33330'
- 'AT5G44030'
- 'AT2G34410'
- 'AT3G51325'
- 'AT1G75280'
- 'AT4G09990'
- 'AT5G26330'
- 'AT2G37090'
- 'AT1G02640'
- 'AT5G60720'
- 'AT5G15490'
- 'AT1G55910'
- 'AT4G35350'
- 'AT2G46225'
- 'AT5G45970'
- 'AT1G47410'
- 'AT1G68725'
- 'AT1G60810'
- 'AT1G20850'
- 'AT3G51220'
- 'AT1G58070'
- 'AT5G03170'
- 'AT2G47500'
- 'AT2G45420'
- 'AT3G06035'
- 'AT2G46760'
- 'AT1G66690'
- 'AT5G46340'
- 'AT2G31090'
- 'AT5G18460'
- 'AT1G08340'
- 'AT2G38320'
- 'AT2G38080'
- 'AT5G01190'
- 'AT1G17950'
- 'AT3G06778'
- 'AT5G06610'
- 'AT1G27921'
- 'AT1G12780'
- 'AT1G73410'
- 'AT3G52900'
- 'AT1G30900'
- 'AT2G17940'
- 'AT1G79420'
- 'AT2G36355'
- 'AT5G67210'
- 'AT2G40320'
- 'AT3G49330'
- 'AT5G51890'
- 'AT1G27920'
- 'AT3G42950'
- 'AT1G10670'
- 'AT3G12955'
- 'AT3G62020'
- 'AT1G29890'
- 'AT3G62160'
- 'AT4G39320'
- 'AT1G31720'
- 'AT3G15250'
- 'AT1G24600'
- 'AT1G63300'
- 'AT2G02540'
- 'AT3G45870'
- 'AT5G14210'
- 'AT1G09440'
- 'AT5G60020'
- 'AT5G24380'
- 'AT3G08500'
- 'AT1G09610'
- 'AT2G26800'
- 'AT2G29050'
- 'AT4G35550'
- 'AT1G63120'
- 'AT4G07950'
- 'AT4G36890'
- 'AT1G12260'
- 'AT1G19170'
- 'AT1G32100'
- 'AT3G24535'
- 'AT5G07220'
- 'AT1G13635'
- 'AT4G00330'
- 'AT1G71930'
- 'AT3G43190'
- 'AT3G12110'
- 'AT4G24910'
- 'AT3G22415'
- 'AT1G75410'
- 'AT5G38610'
- 'AT3G51380'
- 'AT1G70500'
- 'AT5G38900'
- 'AT1G62700'
- 'AT1G28470'
- 'AT1G17090'
- 'AT5G09480'
- 'AT5G06475'
- 'AT4G04460'
- 'AT1G66810'
- 'AT3G60520'
- 'AT2G21187'
- 'AT5G46115'
- 'AT1G31070'
- 'AT3G56240'
- 'AT5G62880'
- 'AT2G28110'
- 'AT3G52370'
- 'AT4G00220'
- 'AT1G58007'
- 'AT5G47820'
- 'AT5G11540'
- 'AT2G37080'
- 'AT3G10740'
- 'AT2G20650'
- 'AT5G12950'
- 'AT4G14200'
- 'AT2G39710'
- 'AT1G23460'
- 'AT3G45010'
- 'AT5G49900'
- 'AT4G10390'
- 'AT3G54040'
- 'AT2G16720'
- 'AT5G02560'
- 'AT5G54240'
- 'AT1G70550'
- 'AT5G49690'
- 'AT3G05470'
- 'AT3G56170'
- 'AT1G73140'
- 'AT1G35780'
- 'AT2G18720'
- 'AT5G59890'
- 'AT5G40020'
- 'AT4G28140'
- 'AT5G43150'
- 'AT4G19420'
- 'AT3G45280'
- 'AT5G49720'
- 'AT3G27630'
- 'AT2G34790'
- 'AT4G02320'
- 'AT5G14550'
- 'AT2G40070'
- 'AT3G52550'
- 'AT3G14595'
- 'AT3G57870'
- 'AT2G35290'
- 'AT1G04760'
- 'AT5G03260'
- 'AT3G57420'
- 'AT5G06370'
- 'AT2G22640'
- 'AT5G61340'
- 'AT5G47730'
- 'AT2G41720'
- 'AT2G47360'
- 'AT3G03770'
- 'AT4G12450'
- 'AT3G58600'
- 'AT5G43070'
- 'AT5G23800'
- 'AT5G15500'
- 'AT1G58370'
- 'AT1G31990'
- 'AT3G20860'
- 'AT1G63520'
- 'AT1G50010'
- 'AT1G62981'
- 'AT5G02420'
- 'AT4G19110'
- 'AT3G25900'
- $GEP_24
-
- 'AT5G65360'
- 'AT1G07820'
- 'AT3G27360'
- 'AT3G45980'
- 'AT5G10400'
- 'AT1G54690'
- 'AT2G28740'
- 'AT5G59870'
- 'AT3G53650'
- 'AT1G51060'
- 'AT2G37470'
- 'AT5G59970'
- 'AT3G46320'
- 'AT5G59690'
- 'AT1G09200'
- 'AT3G45930'
- 'AT3G46030'
- 'AT3G53730'
- 'AT1G08880'
- 'AT3G54560'
- 'AT1G07790'
- 'AT5G27670'
- 'AT5G59910'
- 'AT5G10980'
- 'AT5G54640'
- 'AT2G30620'
- 'AT4G27230'
- 'AT5G22880'
- 'AT2G28720'
- 'AT1G14900'
- 'AT5G10390'
- 'AT3G20670'
- 'AT3G27060'
- 'AT3G09480'
- 'AT5G65350'
- 'AT1G01370'
- 'AT1G47210'
- 'AT5G23420'
- 'AT5G63550'
- 'AT1G47970'
- 'AT1G80190'
- 'AT1G13370'
- 'AT4G40040'
- 'AT2G29570'
- 'AT3G17160'
- 'AT1G20696'
- 'AT2G38810'
- 'AT3G52630'
- 'AT4G26960'
- 'AT1G57820'
- 'AT1G69770'
- 'AT1G06760'
- 'AT3G18035'
- 'AT5G20850'
- 'AT5G43080'
- 'AT5G54970'
- 'AT1G07370'
- 'AT3G02820'
- 'AT3G46940'
- 'AT2G17560'
- 'AT5G38690'
- 'AT3G14740'
- 'AT5G61000'
- 'AT3G25100'
- 'AT1G04020'
- 'AT4G26630'
- 'AT5G49160'
- 'AT2G46980'
- 'AT3G07800'
- 'AT5G13060'
- 'AT1G02970'
- 'AT1G07660'
- 'AT3G54750'
- 'AT4G30860'
- 'AT5G38110'
- 'AT4G21070'
- 'AT2G42260'
- 'AT1G20693'
- 'AT3G12170'
- 'AT5G39550'
- 'AT3G06740'
- 'AT3G01330'
- 'AT4G00020'
- 'AT1G66620'
- 'AT4G02110'
- 'AT1G71760'
- 'AT4G39380'
- 'AT5G48600'
- 'AT5G08020'
- 'AT3G27640'
- 'AT2G21790'
- 'AT4G40042'
- 'AT1G67180'
- 'AT3G30720'
- 'AT2G20980'
- 'AT5G02220'
- 'AT4G01270'
- 'AT1G26840'
- 'AT5G49010'
- 'AT4G06200'
- 'AT1G19060'
- 'AT3G52115'
- 'AT5G52220'
- 'AT1G65470'
- 'AT4G28310'
- 'AT5G48820'
- 'AT1G78770'
- 'AT4G16807'
- 'AT4G02060'
- 'AT1G33960'
- 'AT4G14310'
- 'AT3G02920'
- 'AT3G48710'
- 'AT3G18730'
- 'AT5G11860'
- 'AT1G58025'
- 'AT1G54580'
- 'AT5G43250'
- 'AT5G06590'
- 'AT5G23903'
- 'AT3G54060'
- 'AT2G44580'
- 'AT1G76500'
- 'AT1G15660'
- 'AT3G59550'
- 'AT3G54650'
- 'AT5G13960'
- 'AT1G75150'
- 'AT2G16600'
- 'AT4G20325'
- 'AT2G24970'
- 'AT3G06295'
- 'AT1G75600'
- 'AT5G63350'
- 'AT3G24495'
- 'AT3G49270'
- 'AT4G39630'
- 'AT2G36200'
- 'AT4G29170'
- 'AT5G60010'
- 'AT1G07270'
- 'AT3G54670'
- 'AT3G05480'
- 'AT4G08035'
- 'AT3G48160'
- 'AT2G41450'
- 'AT2G29680'
- 'AT4G34870'
- 'AT2G27170'
- 'AT3G20490'
- 'AT3G50690'
- 'AT5G09145'
- 'AT5G37630'
- 'AT1G07673'
- 'AT5G41880'
- 'AT5G55820'
- 'AT2G16780'
- 'AT2G32590'
- 'AT3G52100'
- 'AT3G50685'
- 'AT1G10780'
- 'AT3G05020'
- 'AT1G01335'
- 'AT1G48620'
- 'AT5G62410'
- 'AT5G10110'
- 'AT5G46740'
- 'AT4G18501'
- 'AT2G37960'
- 'AT3G47460'
- 'AT3G23730'
- 'AT3G54180'
- 'AT5G41530'
- 'AT1G20580'
- 'AT4G16970'
- 'AT5G52910'
- 'AT3G12530'
- 'AT5G63660'
- 'AT2G27970'
- 'AT1G14770'
- 'AT3G52960'
- 'AT1G11545'
- 'AT3G48490'
- 'AT2G09585'
- 'AT3G27680'
- 'AT3G07850'
- 'AT3G60660'
- 'AT1G09450'
- 'AT1G52270'
- 'AT5G06910'
- 'AT5G25580'
- 'AT1G01940'
- 'AT5G39300'
- 'AT3G06600'
- 'AT3G19210'
- 'AT3G16730'
- 'AT3G48210'
- 'AT3G17390'
- 'AT3G48540'
- 'AT2G47780'
- $GEP_25
-
- 'AT4G13420'
- 'AT4G22690'
- 'AT1G67980'
- 'AT1G02930'
- 'AT3G47480'
- 'AT3G60415'
- 'AT2G30750'
- 'AT2G43510'
- 'AT1G02920'
- 'AT5G54710'
- 'AT1G57630'
- 'AT3G28510'
- 'AT4G04570'
- 'AT5G52720'
- 'AT1G60450'
- 'AT3G26470'
- 'AT3G50770'
- 'AT1G77760'
- 'AT2G41100'
- 'AT5G44567'
- 'AT5G52670'
- 'AT2G23270'
- 'AT5G26920'
- 'AT3G18250'
- 'AT2G43590'
- 'AT1G75830'
- 'AT1G72930'
- 'AT4G30270'
- 'AT2G02930'
- 'AT1G56240'
- 'AT4G37290'
- 'AT5G50760'
- 'AT2G38860'
- 'AT4G11650'
- 'AT4G22710'
- 'AT1G20795'
- 'AT4G09775'
- 'AT1G13520'
- 'AT4G26120'
- 'AT3G54150'
- 'AT1G32350'
- 'AT4G33050'
- 'AT5G37740'
- 'AT5G39580'
- 'AT1G37130'
- 'AT1G69920'
- 'AT2G30670'
- 'AT1G70810'
- 'AT1G67148'
- 'AT5G25250'
- 'AT2G46750'
- 'AT1G74590'
- 'AT5G66480'
- 'AT1G51340'
- 'AT5G22500'
- 'AT4G22700'
- 'AT1G26380'
- 'AT4G23260'
- 'AT1G61560'
- 'AT5G19880'
- 'AT1G76930'
- 'AT2G25297'
- 'AT2G46650'
- 'AT2G29340'
- 'AT2G15620'
- 'AT1G25220'
- 'AT4G11655'
- 'AT1G66700'
- 'AT1G51913'
- 'AT2G30766'
- 'AT5G52710'
- 'AT3G23570'
- 'AT1G51920'
- 'AT3G13610'
- 'AT5G18170'
- 'AT3G01970'
- 'AT1G79680'
- 'AT1G26410'
- 'AT1G06135'
- 'AT5G22300'
- 'AT5G58350'
- 'AT2G39400'
- 'AT5G57220'
- 'AT4G19370'
- 'AT4G39950'
- 'AT5G36970'
- 'AT3G14620'
- 'AT5G44990'
- 'AT4G08875'
- 'AT1G19960'
- 'AT3G44300'
- 'AT1G66180'
- 'AT4G04540'
- 'AT2G30770'
- 'AT4G34710'
- 'AT5G59530'
- 'AT1G06983'
- 'AT4G39940'
- 'AT4G28420'
- 'AT3G54640'
- 'AT1G33030'
- 'AT2G07555'
- 'AT2G24180'
- 'AT2G45570'
- 'AT2G41380'
- 'AT4G28460'
- 'AT1G15757'
- 'AT5G54720'
- 'AT1G57650'
- 'AT5G38200'
- 'AT4G08950'
- 'AT5G44565'
- 'AT2G02440'
- 'AT5G39635'
- 'AT5G08240'
- 'AT3G28580'
- 'AT1G61800'
- 'AT4G08770'
- 'AT5G58860'
- 'AT4G19730'
- 'AT3G44720'
- 'AT5G11670'
- 'AT5G52680'
- 'AT4G01010'
- 'AT5G52750'
- 'AT3G21720'
- 'AT2G43000'
- 'AT1G21870'
- 'AT3G21352'
- 'AT1G67810'
- 'AT1G74100'
- 'AT2G02120'
- 'AT5G39100'
- 'AT3G13630'
- 'AT5G13320'
- 'AT5G52760'
- 'AT5G46295'
- 'AT4G33720'
- 'AT1G51830'
- 'AT2G30860'
- 'AT5G24210'
- 'AT3G01420'
- 'AT3G52748'
- 'AT1G14870'
- 'AT4G20000'
- 'AT3G56400'
- 'AT4G23250'
- 'AT2G13360'
- 'AT1G55450'
- 'AT2G23030'
- 'AT4G18253'
- 'AT1G72900'
- 'AT3G48850'
- 'AT5G66700'
- 'AT5G25440'
- 'AT5G54810'
- 'AT5G14780'
- 'AT5G22580'
- 'AT1G14455'
- 'AT5G50180'
- 'AT1G26420'
- 'AT5G50130'
- 'AT1G68620'
- 'AT5G51465'
- 'AT1G08783'
- 'AT1G14550'
- 'AT5G06585'
- 'AT4G14450'
- 'AT3G10430'
- 'AT5G64905'
- 'AT5G07690'
- 'AT3G22240'
- 'AT1G30420'
- 'AT5G52460'
- 'AT5G64810'
- 'AT1G06937'
- 'AT5G27420'
- 'AT1G56250'
- 'AT1G54957'
- 'AT2G04040'
- 'AT3G13950'
- 'AT3G46080'
- 'AT1G53625'
- 'AT5G05300'
- 'AT1G21130'
- 'AT1G14540'
- 'AT3G51700'
- 'AT5G54500'
- 'AT1G36622'
- 'AT2G38470'
- 'AT1G18570'
- 'AT5G50140'
- 'AT2G25735'
- 'AT5G64890'
- 'AT4G20070'
- 'AT1G10990'
- 'AT2G15220'
- 'AT2G40370'
- 'AT4G05225'
- 'AT5G07700'
- $GEP_26
-
- 'AT3G01940'
- 'AT3G01680'
- 'AT3G17730'
- 'AT5G46530'
- 'AT1G29520'
- 'AT5G18970'
- 'AT1G08160'
- 'AT3G49360'
- 'AT1G06490'
- 'AT1G75720'
- 'AT1G63310'
- 'AT1G54330'
- 'AT5G43870'
- 'AT1G65910'
- 'AT1G14730'
- 'AT2G37590'
- 'AT5G67460'
- 'AT2G37925'
- 'AT1G60030'
- 'AT5G48060'
- 'AT3G45610'
- 'AT5G62940'
- 'AT2G41300'
- 'AT5G50290'
- 'AT5G11990'
- 'AT5G25490'
- 'AT2G46630'
- 'AT3G20570'
- 'AT5G22870'
- 'AT2G18380'
- 'AT2G27035'
- 'AT5G17260'
- 'AT1G16022'
- 'AT3G01670'
- 'AT1G71050'
- 'AT1G79430'
- 'AT5G58500'
- 'AT2G27030'
- 'AT5G11100'
- 'AT1G11915'
- 'AT5G14890'
- 'AT1G33475'
- 'AT1G31880'
- 'AT3G28455'
- 'AT5G42720'
- 'AT5G05365'
- 'AT1G69580'
- 'AT2G45900'
- 'AT4G12580'
- 'AT1G70505'
- 'AT3G10986'
- 'AT1G02950'
- 'AT4G13600'
- 'AT5G02140'
- 'AT1G64700'
- 'AT3G63050'
- 'AT2G16050'
- 'AT4G28330'
- 'AT3G03270'
- 'AT5G67550'
- 'AT4G24250'
- 'AT2G44940'
- 'AT2G19460'
- 'AT4G11910'
- 'AT3G21420'
- 'AT4G32270'
- 'AT1G69085'
- 'AT5G13880'
- 'AT1G04880'
- 'AT2G28510'
- 'AT5G65040'
- 'AT5G54660'
- 'AT2G36695'
- 'AT1G13050'
- 'AT1G70470'
- 'AT5G48050'
- 'AT4G14740'
- 'AT3G02677'
- 'AT4G29230'
- 'AT5G35740'
- 'AT2G37610'
- 'AT2G35585'
- 'AT5G02460'
- 'AT4G33660'
- 'AT4G17905'
- 'AT1G31335'
- 'AT2G35600'
- 'AT5G37180'
- 'AT4G29920'
- 'AT1G05200'
- 'AT3G18670'
- 'AT1G68430'
- 'AT3G03200'
- 'AT3G43270'
- 'AT4G38580'
- 'AT5G60200'
- 'AT5G57130'
- 'AT4G37450'
- 'AT4G20270'
- 'AT2G44830'
- 'AT3G16070'
- 'AT3G03240'
- 'AT2G32750'
- 'AT4G35985'
- 'AT5G17980'
- 'AT2G38250'
- 'AT1G03170'
- 'AT1G23530'
- 'AT5G02490'
- 'AT5G40260'
- 'AT1G11570'
- 'AT1G77885'
- 'AT3G05327'
- 'AT2G16850'
- 'AT1G27170'
- 'AT4G37730'
- 'AT4G17980'
- 'AT3G28150'
- 'AT1G14630'
- 'AT5G14110'
- 'AT5G23010'
- 'AT1G75700'
- 'AT4G39700'
- 'AT1G05610'
- 'AT2G34540'
- 'AT5G39230'
- 'AT2G03090'
- 'AT1G05370'
- 'AT1G71000'
- 'AT1G76770'
- 'AT5G18130'
- 'AT4G10507'
- 'AT4G34560'
- 'AT2G41330'
- 'AT2G25690'
- 'AT4G05430'
- 'AT1G67360'
- 'AT1G62045'
- 'AT1G51010'
- 'AT2G20362'
- 'AT2G27990'
- 'AT2G01990'
- 'AT1G29380'
- 'AT3G61380'
- 'AT2G16600'
- 'AT2G36570'
- 'AT2G21060'
- 'AT4G19060'
- 'AT2G03500'
- 'AT1G70710'
- 'AT1G69690'
- 'AT2G27300'
- 'AT1G05780'
- 'AT3G63000'
- 'AT5G03795'
- 'AT5G04080'
- 'AT1G24735'
- 'AT3G28560'
- 'AT2G30010'
- 'AT3G54290'
- 'AT2G36470'
- 'AT4G23900'
- 'AT1G33970'
- 'AT2G32020'
- 'AT1G19835'
- 'AT3G60490'
- 'AT4G25000'
- 'AT5G57110'
- 'AT4G22758'
- 'AT4G20320'
- 'AT1G30515'
- 'AT1G08140'
- 'AT2G32010'
- 'AT5G12050'
- 'AT3G26350'
- 'AT5G01070'
- 'AT4G35560'
- 'AT1G73850'
- 'AT5G40720'
- 'AT5G65670'
- 'AT5G24300'
- 'AT1G78720'
- 'AT2G37620'
- 'AT4G17510'
- 'AT1G14480'
- 'AT1G62050'
- 'AT3G55940'
- 'AT1G76160'
- 'AT3G04030'
- 'AT4G35860'
- 'AT3G04630'
- 'AT3G55890'
- 'AT1G61260'
- 'AT1G51020'
- 'AT2G39870'
- 'AT1G47570'
- 'AT1G43650'
- 'AT3G13750'
- 'AT1G05350'
- 'AT5G56030'
- $GEP_27
-
- 'AT5G48920'
- 'AT4G22920'
- 'AT1G43790'
- 'AT3G21550'
- 'AT4G18425'
- 'AT5G59845'
- 'AT5G07080'
- 'AT3G49070'
- 'AT5G19870'
- 'AT4G00230'
- 'AT4G00210'
- 'AT5G40020'
- 'AT1G51030'
- 'AT1G05310'
- 'AT4G24430'
- 'AT1G55180'
- 'AT1G02335'
- 'AT2G34790'
- 'AT1G11190'
- 'AT1G63120'
- 'AT1G76020'
- 'AT2G05910'
- 'AT4G22680'
- 'AT1G09890'
- 'AT5G01930'
- 'AT1G70500'
- 'AT5G51890'
- 'AT4G00220'
- 'AT5G04200'
- 'AT1G24600'
- 'AT5G02090'
- 'AT2G26670'
- 'AT5G45320'
- 'AT3G12880'
- 'AT1G54790'
- 'AT4G08160'
- 'AT5G03260'
- 'AT3G25577'
- 'AT3G50390'
- 'AT3G24065'
- 'AT1G10800'
- 'AT3G62160'
- 'AT4G34320'
- 'AT2G36710'
- 'AT4G35350'
- 'AT4G18550'
- 'AT4G33810'
- 'AT3G14170'
- 'AT1G66690'
- 'AT1G71695'
- 'AT3G45010'
- 'AT1G13130'
- 'AT1G47410'
- 'AT3G14360'
- 'AT1G73750'
- 'AT1G32100'
- 'AT5G03510'
- 'AT1G58370'
- 'AT5G60020'
- 'AT1G20850'
- 'AT5G25300'
- 'AT2G16050'
- 'AT1G26820'
- 'AT3G45280'
- 'AT3G03530'
- 'AT5G12300'
- 'AT1G63105'
- 'AT1G63295'
- 'AT4G12350'
- 'AT1G58070'
- 'AT2G21187'
- 'AT5G40470'
- 'AT5G18980'
- 'AT3G29173'
- 'AT3G62020'
- 'AT3G22415'
- 'AT1G23460'
- 'AT1G55175'
- 'AT4G12370'
- 'AT3G10740'
- 'AT1G14686'
- 'AT5G22240'
- 'AT1G24480'
- 'AT1G16530'
- 'AT5G18130'
- 'AT3G16540'
- 'AT4G34920'
- 'AT1G01240'
- 'AT1G71930'
- 'AT1G35780'
- 'AT4G21940'
- 'AT2G34360'
- 'AT4G13540'
- 'AT4G19110'
- 'AT1G70670'
- 'AT2G28250'
- 'AT2G44260'
- 'AT2G44250'
- 'AT5G38610'
- 'AT5G14602'
- 'AT4G16620'
- 'AT1G46768'
- 'AT3G16920'
- 'AT2G38080'
- 'AT4G22758'
- 'AT5G49690'
- 'AT2G26940'
- 'AT1G19230'
- 'AT4G28500'
- 'AT5G42210'
- 'AT1G61270'
- 'AT5G01920'
- 'AT2G14095'
- 'AT5G59840'
- 'AT5G19473'
- 'AT3G57450'
- 'AT3G10590'
- 'AT5G06370'
- 'AT3G24060'
- 'AT5G06610'
- 'AT1G59840'
- 'AT1G50680'
- 'AT1G31990'
- 'AT3G61690'
- 'AT1G17940'
- 'AT5G49900'
- 'AT3G24535'
- 'AT4G18980'
- 'AT1G24030'
- 'AT1G10360'
- 'AT4G35550'
- 'AT4G19640'
- 'AT3G13520'
- 'AT3G54040'
- 'AT1G12450'
- 'AT5G09480'
- 'AT2G05400'
- 'AT2G24370'
- 'AT1G57670'
- 'AT2G26290'
- 'AT4G13250'
- 'AT1G75280'
- 'AT1G48280'
- 'AT2G02540'
- 'AT3G52820'
- 'AT2G18630'
- 'AT5G07925'
- 'AT1G75170'
- 'AT1G14240'
- 'AT1G28470'
- 'AT3G22260'
- 'AT1G17960'
- 'AT5G09320'
- 'AT2G27930'
- 'AT1G32850'
- 'AT3G43190'
- 'AT1G60986'
- 'AT4G17670'
- 'AT2G45420'
- 'AT1G20180'
- 'AT3G56170'
- 'AT2G44000'
- 'AT4G20050'
- 'AT5G53590'
- 'AT3G15050'
- 'AT3G52900'
- 'AT5G58290'
- 'AT2G31090'
- 'AT2G33150'
- 'AT1G78340'
- 'AT5G39380'
- 'AT5G51390'
- 'AT3G55720'
- 'AT5G52680'
- 'AT4G12910'
- 'AT1G48500'
- 'AT5G06620'
- 'AT1G69325'
- 'AT3G43180'
- 'AT3G50220'
- 'AT3G10560'
- 'AT3G01070'
- 'AT1G68600'
- 'AT1G02860'
- 'AT1G30515'
- 'AT3G56730'
- 'AT5G60720'
- 'AT1G62045'
- 'AT2G05630'
- 'AT1G21780'
- 'AT4G21250'
- 'AT3G18660'
- 'AT1G80940'
- 'AT2G22470'
- 'AT1G54980'
- 'AT3G53620'
- 'AT1G43800'
- 'AT2G38340'
- 'AT1G58007'
- 'AT1G77770'
- $GEP_28
-
- 'AT1G50490'
- 'AT5G16250'
- 'AT3G51280'
- 'AT5G66230'
- 'AT3G11520'
- 'AT5G06150'
- 'AT3G51720'
- 'AT4G31840'
- 'AT5G15510'
- 'AT4G15830'
- 'AT3G25980'
- 'AT3G12870'
- 'AT4G33270'
- 'AT3G02640'
- 'AT3G02120'
- 'AT4G02800'
- 'AT3G14190'
- 'AT2G25880'
- 'AT5G13840'
- 'AT4G35620'
- 'AT3G51230'
- 'AT5G56120'
- 'AT1G76310'
- 'AT1G03780'
- 'AT2G26760'
- 'AT5G45700'
- 'AT3G52110'
- 'AT1G16630'
- 'AT3G55660'
- 'AT3G03130'
- 'AT1G08560'
- 'AT4G23800'
- 'AT3G05330'
- 'AT1G02730'
- 'AT2G25060'
- 'AT1G11220'
- 'AT4G33260'
- 'AT1G18370'
- 'AT5G55520'
- 'AT4G37490'
- 'AT5G17160'
- 'AT4G14330'
- 'AT4G26660'
- 'AT4G05190'
- 'AT1G20610'
- 'AT2G16270'
- 'AT5G25090'
- 'AT2G42110'
- 'AT4G32830'
- 'AT1G63100'
- 'AT3G56100'
- 'AT3G61118'
- 'AT4G09060'
- 'AT4G38062'
- 'AT2G28620'
- 'AT4G35730'
- 'AT1G49870'
- 'AT4G17000'
- 'AT2G44190'
- 'AT2G33400'
- 'AT2G04205'
- 'AT2G17620'
- 'AT5G51600'
- 'AT5G67270'
- 'AT4G01730'
- 'AT2G38160'
- 'AT1G20930'
- 'AT5G44560'
- 'AT5G03870'
- 'AT3G51740'
- 'AT5G48310'
- 'AT3G59765'
- 'AT3G54710'
- 'AT1G23790'
- 'AT1G02690'
- 'AT1G59540'
- 'AT1G34355'
- 'AT3G15570'
- 'AT5G23910'
- 'AT2G22610'
- 'AT1G26760'
- 'AT5G55830'
- 'AT1G05440'
- 'AT4G28430'
- 'AT5G44040'
- 'AT3G23670'
- 'AT2G03505'
- 'AT3G15550'
- 'AT1G76540'
- 'AT5G03885'
- 'AT3G44050'
- 'AT2G33560'
- 'AT2G20590'
- 'AT3G27330'
- 'AT5G60930'
- 'AT1G04425'
- 'AT3G01295'
- 'AT3G61117'
- 'AT4G05520'
- 'AT5G01420'
- 'AT1G72250'
- 'AT3G26050'
- 'AT5G27550'
- 'AT4G11080'
- 'AT3G23890'
- 'AT4G38740'
- 'AT1G31335'
- 'AT4G22860'
- 'AT1G67035'
- 'AT4G28230'
- 'AT5G42700'
- 'AT5G55680'
- 'AT1G53140'
- 'AT2G34190'
- 'AT1G06660'
- 'AT1G61450'
- 'AT5G05080'
- 'AT5G38300'
- 'AT3G20150'
- 'AT1G51405'
- 'AT5G01910'
- 'AT3G19050'
- 'AT4G15140'
- 'AT1G78865'
- 'AT4G21270'
- 'AT5G56580'
- 'AT2G27970'
- 'AT3G06840'
- 'AT1G44110'
- 'AT5G60150'
- 'AT3G58650'
- 'AT3G10310'
- 'AT1G72670'
- 'AT5G42330'
- 'AT3G63430'
- 'AT2G38620'
- 'AT3G60840'
- 'AT5G62550'
- 'AT5G20010'
- 'AT1G79103'
- 'AT4G03100'
- 'AT1G03470'
- 'AT4G39710'
- 'AT1G75640'
- 'AT5G37010'
- 'AT3G19590'
- 'AT5G48490'
- 'AT2G29550'
- 'AT1G18550'
- 'AT3G57860'
- 'AT2G37390'
- 'AT3G03680'
- 'AT4G06080'
- 'AT5G44562'
- 'AT4G33400'
- 'AT3G42725'
- 'AT2G37420'
- 'AT5G62170'
- 'AT3G53380'
- 'AT3G58100'
- 'AT4G27660'
- 'AT5G40320'
- 'AT2G45490'
- 'AT4G03010'
- 'AT5G05510'
- 'AT1G48920'
- 'AT2G21660'
- 'AT2G38070'
- 'AT3G03920'
- 'AT4G09240'
- 'AT4G17240'
- 'AT1G67590'
- 'AT5G27120'
- 'AT5G13100'
- 'AT4G37450'
- 'AT1G16330'
- 'AT4G14490'
- 'AT5G66595'
- 'AT3G06030'
- 'AT5G11510'
- 'AT4G14150'
- 'AT3G01410'
- 'AT4G11330'
- 'AT5G33300'
- 'AT2G36200'
- 'AT4G25630'
- 'AT3G23830'
- 'AT3G57150'
- 'AT1G02810'
- 'AT3G18800'
- 'AT5G50890'
- 'AT2G16230'
- 'AT1G64760'
- 'AT4G18680'
- 'AT1G16070'
- 'AT4G21820'
- 'AT5G08180'
- 'AT3G07320'
- 'AT1G50010'
- 'AT1G17140'
- $GEP_29
-
- 'AT1G61760'
- 'AT1G54400'
- 'AT2G34530'
- 'AT5G41470'
- 'AT4G00890'
- 'AT2G42820'
- 'AT1G77700'
- 'AT3G13590'
- 'AT3G18260'
- 'AT3G17380'
- 'AT1G34480'
- 'AT1G47271'
- 'AT3G08390'
- 'AT4G35970'
- 'AT2G27140'
- 'AT1G09613'
- 'AT4G37445'
- 'AT5G18037'
- 'AT4G10465'
- 'AT5G67050'
- 'AT1G79480'
- 'AT1G09880'
- 'AT5G61280'
- 'AT4G16015'
- 'AT1G11570'
- 'AT2G34540'
- 'AT5G04680'
- 'AT5G39471'
- 'AT4G33490'
- 'AT1G29380'
- 'AT3G58350'
- 'AT5G48690'
- 'AT5G14110'
- 'AT4G24250'
- 'AT2G14620'
- 'AT5G45320'
- 'AT1G05770'
- 'AT3G20450'
- 'AT4G09950'
- 'AT1G24405'
- 'AT1G73370'
- 'AT5G20980'
- 'AT1G60360'
- 'AT3G47180'
- 'AT3G07420'
- 'AT5G07710'
- 'AT1G13920'
- 'AT4G12580'
- 'AT5G08391'
- 'AT5G38770'
- 'AT5G17260'
- 'AT5G04890'
- 'AT2G20362'
- 'AT2G41200'
- 'AT3G03200'
- 'AT5G37180'
- 'AT4G13992'
- 'AT4G16640'
- 'AT3G01385'
- 'AT5G56720'
- 'AT1G75260'
- 'AT3G15800'
- 'AT1G63310'
- 'AT3G10680'
- 'AT4G15460'
- 'AT3G20570'
- 'AT5G00770'
- 'AT1G68230'
- 'AT5G38070'
- 'AT5G11620'
- 'AT5G18970'
- 'AT5G01480'
- 'AT5G25370'
- 'AT1G69325'
- 'AT1G16022'
- 'AT5G62250'
- 'AT3G58380'
- 'AT5G52270'
- 'AT3G25855'
- 'AT4G39810'
- 'AT1G52315'
- 'AT1G68180'
- 'AT1G62400'
- 'AT2G40910'
- 'AT1G76040'
- 'AT4G05430'
- 'AT1G31200'
- 'AT1G70505'
- 'AT1G56555'
- 'AT1G45616'
- 'AT3G21210'
- 'AT5G03530'
- 'AT5G20870'
- 'AT1G22000'
- 'AT5G38080'
- 'AT1G02950'
- 'AT5G62960'
- 'AT1G16025'
- 'AT4G15970'
- 'AT3G47190'
- 'AT3G20870'
- 'AT2G46630'
- 'AT2G44000'
- 'AT3G58720'
- 'AT3G26350'
- 'AT4G30880'
- 'AT4G16400'
- 'AT3G63000'
- 'AT5G11990'
- 'AT1G31880'
- 'AT5G27680'
- 'AT5G45670'
- 'AT4G26250'
- 'AT1G79250'
- 'AT1G69970'
- 'AT1G76770'
- 'AT2G32750'
- 'AT1G08150'
- 'AT3G01940'
- 'AT3G20580'
- 'AT5G48060'
- 'AT3G12460'
- 'AT1G08160'
- 'AT4G32342'
- 'AT5G24318'
- 'AT1G29520'
- 'AT5G61390'
- 'AT3G28150'
- 'AT3G49360'
- 'AT5G04690'
- 'AT3G05741'
- 'AT1G33475'
- 'AT4G35460'
- 'AT5G46530'
- 'AT3G01670'
- 'AT4G07245'
- 'AT1G61710'
- 'AT5G49320'
- 'AT2G36470'
- 'AT4G11910'
- 'AT5G26190'
- 'AT1G62045'
- 'AT3G05620'
- 'AT1G11500'
- 'AT2G27300'
- 'AT5G39230'
- 'AT5G50720'
- 'AT5G37620'
- 'AT1G05610'
- 'AT1G05750'
- 'AT4G20050'
- 'AT4G21310'
- 'AT1G73040'
- 'AT4G32270'
- 'AT4G10507'
- 'AT2G11815'
- 'AT5G50120'
- 'AT3G63050'
- 'AT5G67550'
- 'AT4G35290'
- 'AT3G02677'
- 'AT4G08535'
- 'AT1G23530'
- 'AT1G49330'
- 'AT1G70670'
- 'AT2G02380'
- 'AT5G02490'
- 'AT5G46540'
- 'AT4G18372'
- 'AT5G13880'
- 'AT1G75700'
- 'AT3G06270'
- 'AT2G39830'
- 'AT2G27580'
- 'AT2G32280'
- 'AT4G10360'
- 'AT4G33660'
- 'AT2G22730'
- 'AT3G03610'
- 'AT3G17360'
- 'AT4G18340'
- 'AT2G15310'
- 'AT1G56423'
- 'AT2G12480'
- 'AT5G03795'
- 'AT2G40050'
- 'AT2G18380'
- 'AT5G53030'
- 'AT5G45540'
- 'AT2G31200'
- 'AT3G14780'
- 'AT4G22370'
- 'AT5G37680'
- 'AT1G11730'
- 'AT1G75720'
- 'AT3G15490'
- 'AT3G12160'
- 'AT4G03500'
- 'AT1G33970'
- 'AT2G27990'
- $GEP_30
-
- 'AT1G64000'
- 'AT5G09530'
- 'AT4G38080'
- 'AT1G55990'
- 'AT4G14440'
- 'AT3G06390'
- 'AT3G51642'
- 'AT1G03700'
- 'AT3G55870'
- 'AT5G07475'
- 'AT2G35380'
- 'AT5G09520'
- 'AT2G22510'
- 'AT4G33610'
- 'AT2G23540'
- 'AT2G43390'
- 'AT2G45560'
- 'AT3G11430'
- 'AT4G22700'
- 'AT5G22500'
- 'AT2G48140'
- 'AT1G74460'
- 'AT3G44540'
- 'AT5G12420'
- 'AT1G56320'
- 'AT2G40370'
- 'AT4G26790'
- 'AT4G36610'
- 'AT1G14160'
- 'AT2G01520'
- 'AT5G23190'
- 'AT3G44550'
- 'AT2G48130'
- 'AT5G39635'
- 'AT1G68850'
- 'AT2G43670'
- 'AT2G46130'
- 'AT5G13580'
- 'AT4G03540'
- 'AT1G49430'
- 'AT5G06090'
- 'AT5G50770'
- 'AT1G05450'
- 'AT2G38380'
- 'AT1G34670'
- 'AT5G08250'
- 'AT4G28110'
- 'AT5G19410'
- 'AT1G04220'
- 'AT1G01610'
- 'AT1G78990'
- 'AT3G50400'
- 'AT3G55090'
- 'AT2G36295'
- 'AT3G53510'
- 'AT5G13900'
- 'AT1G28170'
- 'AT5G07130'
- 'AT5G58780'
- 'AT2G26250'
- 'AT5G14130'
- 'AT5G10230'
- 'AT2G02640'
- 'AT2G28405'
- 'AT1G28400'
- 'AT3G07970'
- 'AT1G75030'
- 'AT2G45970'
- 'AT4G39720'
- 'AT4G16640'
- 'AT4G20390'
- 'AT5G41040'
- 'AT3G02940'
- 'AT5G22270'
- 'AT3G32980'
- 'AT2G45685'
- 'AT4G33720'
- 'AT4G39795'
- 'AT5G02780'
- 'AT1G01090'
- 'AT1G31935'
- 'AT5G05340'
- 'AT1G47990'
- 'AT2G16760'
- 'AT4G24130'
- 'AT2G01580'
- 'AT1G48698'
- 'AT5G16770'
- 'AT3G18250'
- 'AT1G08173'
- 'AT1G67195'
- 'AT2G40670'
- 'AT1G35180'
- 'AT1G67730'
- 'AT3G56130'
- 'AT2G17650'
- 'AT1G51890'
- 'AT4G35160'
- 'AT3G56970'
- 'AT4G24140'
- 'AT1G22160'
- 'AT5G65230'
- 'AT3G07635'
- 'AT4G19645'
- 'AT2G46750'
- 'AT3G49110'
- 'AT2G38110'
- 'AT3G01880'
- 'AT2G47630'
- 'AT4G08770'
- 'AT5G54230'
- 'AT1G42970'
- 'AT1G48670'
- 'AT2G34610'
- 'AT4G17785'
- 'AT1G16060'
- 'AT5G10280'
- 'AT4G17210'
- 'AT2G32660'
- 'AT4G17215'
- 'AT5G09540'
- 'AT1G49450'
- 'AT1G30120'
- 'AT1G47130'
- 'AT5G36970'
- 'AT5G44567'
- 'AT1G43980'
- 'AT2G41540'
- 'AT3G01420'
- 'AT3G56580'
- 'AT5G19880'
- 'AT1G23120'
- 'AT2G03200'
- 'AT3G15840'
- 'AT4G09670'
- 'AT1G43800'
- 'AT1G73290'
- 'AT3G26460'
- 'AT4G34680'
- 'AT3G19230'
- 'AT1G54540'
- 'AT2G43510'
- 'AT3G52790'
- 'AT4G35420'
- 'AT2G28800'
- 'AT5G23155'
- 'AT1G34430'
- 'AT5G43760'
- 'AT1G02900'
- 'AT3G16950'
- 'AT2G01530'
- 'AT4G37200'
- 'AT2G05990'
- 'AT4G29800'
- 'AT5G20270'
- 'AT1G14550'
- 'AT2G28470'
- 'AT1G28100'
- 'AT1G22890'
- 'AT3G18235'
- 'AT1G01120'
- 'AT1G77390'
- 'AT5G57780'
- 'AT1G68660'
- 'AT3G43590'
- 'AT1G77590'
- 'AT5G41570'
- 'AT3G25640'
- 'AT2G36290'
- 'AT5G23920'
- 'AT3G51860'
- 'AT4G13040'
- 'AT4G02830'
- 'AT5G63590'
- 'AT4G14450'
- 'AT5G46290'
- 'AT2G43400'
- 'AT5G14960'
- 'AT4G28460'
- 'AT1G30500'
- 'AT1G53270'
- 'AT5G41740'
- 'AT3G56980'
- 'AT3G03325'
- 'AT4G13190'
- 'AT1G06983'
- 'AT3G11780'
- 'AT5G58910'
- 'AT1G73410'
- 'AT1G33970'
- 'AT2G25710'
- 'AT4G36430'
- 'AT5G47635'
- 'AT2G35585'
- 'AT2G16750'
- 'AT3G32040'
- 'AT4G13195'
- 'AT5G52670'
- 'AT4G21380'
- 'AT3G06850'
In [22]:
# Perform GO analysis
cluster_GO <- gost(GEP_list, organism = "athaliana", correction_method = "fdr", significant = F, multi_query = F)
cluster_GO_df <- cluster_GO[[1]] # the result data frame
cluster_GO_sig <- filter(cluster_GO_df, p_value<=0.01)
In [23]:
head(cluster_GO_sig, 3)
| query | significant | p_value | term_size | query_size | intersection_size | precision | recall | term_id | source | term_name | effective_domain_size | source_order | parents | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <lgl> | <dbl> | <int> | <int> | <int> | <dbl> | <dbl> | <chr> | <chr> | <chr> | <int> | <int> | <list> | |
| 1 | GEP_1 | TRUE | 0.007873161 | 629 | 145 | 15 | 0.1034483 | 0.02384738 | GO:0008610 | GO:BP | lipid biosynthetic process | 21925 | 3192 | GO:00066.... |
| 2 | GEP_1 | TRUE | 0.007873161 | 2940 | 145 | 38 | 0.2620690 | 0.01292517 | GO:0042221 | GO:BP | response to chemical | 21925 | 9956 | GO:0050896 |
| 3 | GEP_1 | TRUE | 0.007873161 | 1097 | 145 | 20 | 0.1379310 | 0.01823154 | GO:0006629 | GO:BP | lipid metabolic process | 21925 | 2334 | GO:0044238 |
In [24]:
sort(unique(cluster_GO_sig$query))
- 'GEP_1'
- 'GEP_10'
- 'GEP_11'
- 'GEP_12'
- 'GEP_13'
- 'GEP_14'
- 'GEP_15'
- 'GEP_16'
- 'GEP_17'
- 'GEP_18'
- 'GEP_19'
- 'GEP_2'
- 'GEP_20'
- 'GEP_21'
- 'GEP_22'
- 'GEP_23'
- 'GEP_24'
- 'GEP_25'
- 'GEP_26'
- 'GEP_27'
- 'GEP_28'
- 'GEP_29'
- 'GEP_3'
- 'GEP_30'
- 'GEP_4'
- 'GEP_5'
- 'GEP_6'
- 'GEP_7'
- 'GEP_8'
- 'GEP_9'
In [25]:
# top terms for each cluster
cluster_GO_sig %>%
filter(source=="GO:BP", intersection_size>=4) %>%
group_by(query) %>%
top_n(5, wt = -p_value) %>%
arrange(desc(p_value)) -> top_GO
GO_n <- cluster_GO_sig %>%
filter(source=="GO:BP", intersection_size>=4) %>%
group_by(term_id) %>%
tally() %>%
arrange(desc(n))
GO_n <- dplyr::rename(GO_n, "n_clusters"=n)
cluster_GO_sig_n <- left_join(cluster_GO_sig, GO_n)
# get all terms for the top ones so that all clusters have values
top_GO_all <- filter(cluster_GO_df, term_id %in% top_GO$term_id)
#spread and plot
top_GO_sel <- select(top_GO_all, query, p_value, term_id, term_name)
spread_GO <- spread(top_GO_sel, key = query, p_value)
spread_GO[is.na(spread_GO)] <- 1
spread_GO_m <- as.matrix(-log10(spread_GO[3:ncol(spread_GO)]))
rownames(spread_GO_m) <- spread_GO$term_name
Joining with `by = join_by(term_id)`
In [26]:
options(repr.plot.width = 20, repr.plot.height = 20)
GO_hm <- Heatmap(spread_GO_m,
name = "-log10_pval",
heatmap_legend_param = list(title_position="topcenter", color_bar = "continuous"),
col = colorRamp2(c(0, 10),
c("beige", "#e31a1c")),
cluster_rows = T,
cluster_columns = T,
use_raster= FALSE,
show_column_names = TRUE,
show_row_names = TRUE,
show_row_dend = TRUE,
show_column_dend = TRUE,
clustering_distance_rows = "pearson",
clustering_distance_columns = "pearson",
row_names_gp = gpar(fontsize = 12))
# padding - bottom, left, top, right
draw(GO_hm, padding = unit(c(15, 15, 5, 80), "mm"), heatmap_legend_side = "left")
In [27]:
getwd()
'/resnick/groups/NolanLab/cchen/mannitol/cnmf/20250722_root_atlas_cnmf'
In [28]:
head(spread_GO)
| term_id | term_name | GEP_1 | GEP_10 | GEP_11 | GEP_12 | GEP_13 | GEP_14 | GEP_15 | GEP_16 | ⋯ | GEP_28 | GEP_29 | GEP_3 | GEP_30 | GEP_4 | GEP_5 | GEP_6 | GEP_7 | GEP_8 | GEP_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <chr> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | GO:0000278 | mitotic cell cycle | 1.000000000 | 1.00000000 | 1.00000000 | 1.000000e+00 | 1.0000000000 | 1.000000e+00 | 1.0000000 | 1.00000000 | ⋯ | 1.656482e-32 | 0.9860805 | 1.000000e+00 | 7.471481e-01 | 0.36567404 | 1.000000e+00 | 0.0103292 | 1.00000000 | 1.000000e+00 | 1.0000000000 |
| 2 | GO:0001666 | response to hypoxia | 0.008568784 | 0.67627425 | 0.90535798 | 3.256667e-05 | 0.4932206146 | 9.649602e-41 | 0.3203484 | 0.89009059 | ⋯ | 1.000000e+00 | 1.0000000 | 3.728821e-07 | 6.970266e-01 | 0.59935653 | 1.963899e-14 | 0.9322904 | 0.45451009 | 1.000000e+00 | 0.1112759458 |
| 3 | GO:0006082 | organic acid metabolic process | 0.316765040 | 0.10836682 | 0.07780494 | 2.811062e-01 | 0.4525963152 | 2.361847e-03 | 0.1299891 | 0.03005019 | ⋯ | 1.000000e+00 | 1.0000000 | 1.652159e-03 | 1.687448e-08 | 0.38597795 | 1.234134e-01 | 0.1195624 | 0.01329521 | 4.443228e-17 | 0.0088613142 |
| 4 | GO:0006259 | DNA metabolic process | 1.000000000 | 0.99129690 | 1.00000000 | 1.000000e+00 | 1.0000000000 | 1.000000e+00 | 0.9969347 | 1.00000000 | ⋯ | 4.673976e-01 | 0.9593055 | 9.954154e-01 | 1.000000e+00 | 0.98144213 | 9.805975e-01 | 0.9729743 | 0.99280585 | 1.000000e+00 | 0.9844907236 |
| 5 | GO:0006260 | DNA replication | 1.000000000 | 0.78169780 | 1.00000000 | 1.000000e+00 | 1.0000000000 | 1.000000e+00 | 1.0000000 | 1.00000000 | ⋯ | 5.545803e-02 | 0.9860805 | 1.000000e+00 | 1.000000e+00 | 0.71923409 | 1.000000e+00 | 0.8036567 | 1.00000000 | 1.000000e+00 | 1.0000000000 |
| 6 | GO:0006355 | regulation of DNA-templated transcription | 0.491949051 | 0.08296448 | 1.00000000 | 1.000000e+00 | 0.0001186245 | 1.647069e-04 | 0.6833902 | 1.00000000 | ⋯ | 1.000000e+00 | 1.0000000 | 7.128563e-01 | 2.481224e-01 | 0.08138804 | 1.828872e-01 | 0.9945004 | 0.19307211 | 9.516024e-01 | 0.0001418159 |
In [29]:
# Save the result
#write.table(spread_GO,
# "20250722_root_atlas_cnmf_parallel.gene_spectra_score.k_30.dt_0_1_GO.txt", sep = "\t",
# row.names = F, col.names = T, quote = F)
GEP usage¶
In [29]:
# The function to read Seurat object
# This is specifically for reading Seurat 3/4 objects in a Seurat 5 env
# Don't change anything here
read_seu <- function(dir) {
seu <- readRDS(dir)
seu@assays$spliced_RNA <- NULL
seu@assays$spliced_SCT <- NULL
seu@assays$unspliced_RNA <- NULL
seu@assays$unspliced_SCT <- NULL
seu <- suppressWarnings(suppressMessages(UpdateSlots(seu)))
seu <- suppressWarnings(suppressMessages(UpdateSeuratObject(seu)))
return(seu)
}
In [30]:
rc.integrated <- read_seu("/resnick/groups/NolanLab/shared_resources/annotated_objects/rds/integrated/Root_Atlas_v2_seu3_20220106.rds")
In [31]:
rc.integrated
An object of class Seurat 71468 features across 110427 samples within 3 assays Active assay: integrated (17513 features, 17513 variable features) 2 layers present: data, scale.data 2 other assays present: RNA, SCT 5 dimensional reductions calculated: pca, umap, umap_3D, umap_2D, umap_50
In [32]:
GEP_usage <- read.csv("/resnick/groups/NolanLab/cchen/mannitol/cnmf/20250722_root_atlas_cnmf/20250722_root_atlas_cnmf_parallel/20250722_root_atlas_cnmf_parallel.usages.k_30.dt_0_1.consensus.txt",
sep="\t")
In [33]:
head(GEP_usage)
| X | X1 | X2 | X3 | X4 | X5 | X6 | X7 | X8 | X9 | ⋯ | X21 | X22 | X23 | X24 | X25 | X26 | X27 | X28 | X29 | X30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | AAACCCAAGCCATTCA_1 | 0.04893713 | 0.090610156 | 0.007496949 | 0.004143808 | 0.02813839 | 0.03238366 | 0.44500112 | 0.003822049 | 0.00000000 | ⋯ | 0.000000000 | 0.003786700 | 0.005426142 | 0.003614915 | 0 | 0.003510636 | 0.0002423366 | 0.00000000 | 0.000000e+00 | 0.0001246741 |
| 2 | AAACCCAAGCTGTTCA_1 | 0.00000000 | 0.000000000 | 0.000000000 | 0.009822821 | 0.57054346 | 0.00000000 | 0.10012456 | 0.011877956 | 0.00000000 | ⋯ | 0.000000000 | 0.000000000 | 0.003494375 | 0.003057198 | 0 | 0.000000000 | 0.0042506721 | 0.00000000 | 1.512234e-05 | 0.0000000000 |
| 3 | AAACCCAAGGCGAACT_1 | 0.00000000 | 0.000000000 | 0.000000000 | 0.000000000 | 0.14837877 | 0.54437984 | 0.21511212 | 0.000000000 | 0.21121791 | ⋯ | 0.000000000 | 0.000000000 | 0.000000000 | 0.000000000 | 0 | 0.000000000 | 0.0000000000 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| 4 | AAACCCACACCAGCCA_1 | 0.10637848 | 0.010682129 | 0.549489400 | 0.000000000 | 0.07846621 | 0.01009298 | 0.00000000 | 0.002775509 | 0.03702748 | ⋯ | 0.008774841 | 0.011675368 | 0.000000000 | 0.001699086 | 0 | 0.002404297 | 0.0038288122 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| 5 | AAACCCACACTGGCGT_1 | 0.00000000 | 0.008458047 | 0.916310036 | 0.000000000 | 0.00000000 | 0.00000000 | 0.00000000 | 0.000000000 | 0.00000000 | ⋯ | 0.000000000 | 0.002467955 | 0.009840735 | 0.000000000 | 0 | 0.000000000 | 0.0016002835 | 0.00154616 | 1.519888e-03 | 0.0000000000 |
| 6 | AAACCCACAGACCTGC_1 | 0.40810441 | 0.148901553 | 0.103435620 | 0.000000000 | 0.07170737 | 0.00000000 | 0.07358418 | 0.000000000 | 0.04873583 | ⋯ | 0.000000000 | 0.000000000 | 0.002350374 | 0.001118176 | 0 | 0.000000000 | 0.0009722757 | 0.00000000 | 0.000000e+00 | 0.0002402171 |
In [34]:
# Check if the order of cell barcodes are the same
GEP_usage$X[1:5]
colnames(rc.integrated)[1:5]
- 'AAACCCAAGCCATTCA_1'
- 'AAACCCAAGCTGTTCA_1'
- 'AAACCCAAGGCGAACT_1'
- 'AAACCCACACCAGCCA_1'
- 'AAACCCACACTGGCGT_1'
- 'AAACCCAAGCCATTCA_1'
- 'AAACCCAAGCTGTTCA_1'
- 'AAACCCAAGGCGAACT_1'
- 'AAACCCACACCAGCCA_1'
- 'AAACCCACACTGGCGT_1'
In [35]:
# Check if the order of cell barcodes are the same
identical(GEP_usage$X, colnames(rc.integrated))
TRUE
In [36]:
# Update metadata
rc.integrated$GEP_1 <- GEP_usage$X1
rc.integrated$GEP_2 <- GEP_usage$X2
rc.integrated$GEP_3 <- GEP_usage$X3
rc.integrated$GEP_4 <- GEP_usage$X4
rc.integrated$GEP_5 <- GEP_usage$X5
rc.integrated$GEP_6 <- GEP_usage$X6
rc.integrated$GEP_7 <- GEP_usage$X7
rc.integrated$GEP_8 <- GEP_usage$X8
rc.integrated$GEP_9 <- GEP_usage$X9
rc.integrated$GEP_10 <- GEP_usage$X10
rc.integrated$GEP_11 <- GEP_usage$X11
rc.integrated$GEP_12 <- GEP_usage$X12
rc.integrated$GEP_13 <- GEP_usage$X13
rc.integrated$GEP_14 <- GEP_usage$X14
rc.integrated$GEP_15 <- GEP_usage$X15
rc.integrated$GEP_16 <- GEP_usage$X16
rc.integrated$GEP_17 <- GEP_usage$X17
rc.integrated$GEP_18 <- GEP_usage$X18
rc.integrated$GEP_19 <- GEP_usage$X19
rc.integrated$GEP_20 <- GEP_usage$X20
rc.integrated$GEP_21 <- GEP_usage$X21
rc.integrated$GEP_22 <- GEP_usage$X22
rc.integrated$GEP_23 <- GEP_usage$X23
rc.integrated$GEP_24 <- GEP_usage$X24
rc.integrated$GEP_25 <- GEP_usage$X25
rc.integrated$GEP_26 <- GEP_usage$X26
rc.integrated$GEP_27 <- GEP_usage$X27
rc.integrated$GEP_28 <- GEP_usage$X28
rc.integrated$GEP_29 <- GEP_usage$X29
rc.integrated$GEP_30 <- GEP_usage$X30
In [37]:
# Chage the col name of GEP_usage
colnames(GEP_usage) <- c("cell_barcode", paste0("GEP_",seq(1,30)))
In [38]:
head(GEP_usage)
| cell_barcode | GEP_1 | GEP_2 | GEP_3 | GEP_4 | GEP_5 | GEP_6 | GEP_7 | GEP_8 | GEP_9 | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | AAACCCAAGCCATTCA_1 | 0.04893713 | 0.090610156 | 0.007496949 | 0.004143808 | 0.02813839 | 0.03238366 | 0.44500112 | 0.003822049 | 0.00000000 | ⋯ | 0.000000000 | 0.003786700 | 0.005426142 | 0.003614915 | 0 | 0.003510636 | 0.0002423366 | 0.00000000 | 0.000000e+00 | 0.0001246741 |
| 2 | AAACCCAAGCTGTTCA_1 | 0.00000000 | 0.000000000 | 0.000000000 | 0.009822821 | 0.57054346 | 0.00000000 | 0.10012456 | 0.011877956 | 0.00000000 | ⋯ | 0.000000000 | 0.000000000 | 0.003494375 | 0.003057198 | 0 | 0.000000000 | 0.0042506721 | 0.00000000 | 1.512234e-05 | 0.0000000000 |
| 3 | AAACCCAAGGCGAACT_1 | 0.00000000 | 0.000000000 | 0.000000000 | 0.000000000 | 0.14837877 | 0.54437984 | 0.21511212 | 0.000000000 | 0.21121791 | ⋯ | 0.000000000 | 0.000000000 | 0.000000000 | 0.000000000 | 0 | 0.000000000 | 0.0000000000 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| 4 | AAACCCACACCAGCCA_1 | 0.10637848 | 0.010682129 | 0.549489400 | 0.000000000 | 0.07846621 | 0.01009298 | 0.00000000 | 0.002775509 | 0.03702748 | ⋯ | 0.008774841 | 0.011675368 | 0.000000000 | 0.001699086 | 0 | 0.002404297 | 0.0038288122 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| 5 | AAACCCACACTGGCGT_1 | 0.00000000 | 0.008458047 | 0.916310036 | 0.000000000 | 0.00000000 | 0.00000000 | 0.00000000 | 0.000000000 | 0.00000000 | ⋯ | 0.000000000 | 0.002467955 | 0.009840735 | 0.000000000 | 0 | 0.000000000 | 0.0016002835 | 0.00154616 | 1.519888e-03 | 0.0000000000 |
| 6 | AAACCCACAGACCTGC_1 | 0.40810441 | 0.148901553 | 0.103435620 | 0.000000000 | 0.07170737 | 0.00000000 | 0.07358418 | 0.000000000 | 0.04873583 | ⋯ | 0.000000000 | 0.000000000 | 0.002350374 | 0.001118176 | 0 | 0.000000000 | 0.0009722757 | 0.00000000 | 0.000000e+00 | 0.0002402171 |
In [39]:
rc.integrated$time.anno.Li.crude <- gsub("_.*$","",rc.integrated$time.celltype.anno.Li.crude)
rc.integrated$celltype.anno.Li.crude <- gsub("Distal Columella","Distal Columella_Columella",rc.integrated$time.celltype.anno.Li.crude)
rc.integrated$celltype.anno.Li.crude <- gsub("Distal Lateral Root Cap","Distal Lateral Root Cap_Lateral Root Cap",rc.integrated$celltype.anno.Li.crude)
rc.integrated$celltype.anno.Li.crude <- gsub("Proximal Columella","Proximal Columella_Columella",rc.integrated$celltype.anno.Li.crude)
rc.integrated$celltype.anno.Li.crude <- gsub("Proximal Lateral Root Cap","Proximal Lateral Root Cap_Lateral Root Cap",rc.integrated$celltype.anno.Li.crude)
rc.integrated$celltype.anno.Li.crude <- gsub("^.*_","",rc.integrated$celltype.anno.Li.crude)
rc.integrated$time.anno.Li <- gsub("_.*$","",rc.integrated$time.celltype.anno.Li)
rc.integrated$celltype.anno.Li <- gsub("Distal Columella","Distal Columella_Columella",rc.integrated$time.celltype.anno.Li)
rc.integrated$celltype.anno.Li <- gsub("Distal Lateral Root Cap","Distal Lateral Root Cap_Lateral Root Cap",rc.integrated$celltype.anno.Li)
rc.integrated$celltype.anno.Li <- gsub("Proximal Columella","Proximal Columella_Columella",rc.integrated$celltype.anno.Li)
rc.integrated$celltype.anno.Li <- gsub("Proximal Lateral Root Cap","Proximal Lateral Root Cap_Lateral Root Cap",rc.integrated$celltype.anno.Li)
rc.integrated$celltype.anno.Li <- gsub("^.*_","",rc.integrated$celltype.anno.Li)
plot_anno <- function(rc.integrated){
order <- c("Quiescent Center", "Ground Tissue","Columella", "Lateral Root Cap", "Atrichoblast", "Trichoblast", "Cortex", "Endodermis", "Metaphloem & Companion Cell","Protophloem", "Xylem", "Procambium","Xylem Pole Pericycle","Phloem Pole Pericycle", "Protoxylem", "Metaxylem", "Unknown")
palette <- c("#9400d3", "#DCD0FF","#5ab953", "#bfef45", "#008080", "#21B6A8", "#82b6ff", "#0000FF","#e6194b", "#dd77ec", "#9a6324", "#ffe119", "#ff9900", "#ffd4e3", "#9a6324", "#ddaa6f", "#EEEEEE")
rc.integrated$celltype.anno.Li <- factor(rc.integrated$celltype.anno.Li, levels = order[sort(match(unique(rc.integrated$celltype.anno.Li),order))])
color <- palette[sort(match(unique(rc.integrated$celltype.anno.Li),order))]
DimPlot(rc.integrated, reduction = "umap", group.by = "celltype.anno.Li", cols=color, pt.size=0.2,raster=FALSE)}
In [40]:
options(repr.plot.width=8, repr.plot.height=6)
plot_anno(rc.integrated)
In [41]:
options(repr.plot.width=8, repr.plot.height=6)
DimPlot(rc.integrated, reduction = "umap", group.by = "time.anno.Li",order = c("Distal Columella","Proximal Columella","Distal Lateral Root Cap","Proximal Lateral Root Cap","Maturation","Elongation", "Transition Domain", "Proliferation Domain"),
cols = c('#F7E7B0','#FFC400','#2B871F','#005E3B', "#deebf7", "#3182bd", '#fee0d2','#de2d26'),raster=FALSE)
In [42]:
Idents(rc.integrated) <- rc.integrated$time.celltype.anno.Li
In [44]:
plot_box <- function(annotation, value, title){
# Prepare data
data <- data.frame(
annotation = annotation,
value = value
)
#Prepare mean values for each annotation and reorder
data <- data %>%
group_by(annotation) %>%
mutate(mean_value = mean(value)) %>%
ungroup() %>%
mutate(annotation = reorder(annotation, desc(mean_value)))
options(repr.plot.width=24, repr.plot.height=12)
# Create the boxplot
print(ggplot(data, aes(x = annotation, y = value)) +
geom_boxplot() +
labs(x = "", y = "Usage", title = title) +
theme_minimal(base_size=18) +
theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5)) )
}
In [45]:
for (i in seq(1,30)){
plot_box(rc.integrated$time.celltype.anno.Li, GEP_usage[,which(colnames(GEP_usage)==paste0("GEP_",i))], paste0("GEP_",i))
}
In [46]:
plot_feature <- function(feature){
options(repr.plot.width=6, repr.plot.height=6)
suppressMessages(print(FeaturePlot(rc.integrated, features = paste0("GEP_",i),pt.size=1.2,raster=FALSE, order = T)+
scale_colour_gradient(low = "#eeeeee", high = "#ff0000")))
}
In [47]:
for (i in seq(1,30)){
plot_feature(i)
}
Plot heatmaps¶
In [69]:
meta_df <- rc.integrated@meta.data
In [70]:
head(meta_df)
| orig.ident | nCount_RNA | nFeature_RNA | nCount_spliced_RNA | nFeature_spliced_RNA | nCount_unspliced_RNA | nFeature_unspliced_RNA | percent.mt | percent.cp | nCount_SCT | ⋯ | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | time.anno.Li | celltype.anno.Li | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <int> | <dbl> | <int> | <dbl> | <int> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <chr> | <chr> | |
| AAACCCAAGCCATTCA_1 | sc_12 | 11727 | 4244 | 10032 | 3899 | 1695 | 1027 | 0.2899292 | 0.07674597 | 18223 | ⋯ | 0.005426142 | 0.003614915 | 0 | 0.003510636 | 0.0002423366 | 0.00000000 | 0.000000e+00 | 0.0001246741 | Transition Domain | Atrichoblast |
| AAACCCAAGCTGTTCA_1 | sc_12 | 23585 | 4301 | 20531 | 4064 | 3054 | 1123 | 0.1823193 | 0.03391986 | 19971 | ⋯ | 0.003494375 | 0.003057198 | 0 | 0.000000000 | 0.0042506721 | 0.00000000 | 1.512234e-05 | 0.0000000000 | Elongation | Atrichoblast |
| AAACCCAAGGCGAACT_1 | sc_12 | 25828 | 5211 | 22837 | 4885 | 2991 | 1339 | 2.8147747 | 0.38330494 | 20252 | ⋯ | 0.000000000 | 0.000000000 | 0 | 0.000000000 | 0.0000000000 | 0.00000000 | 0.000000e+00 | 0.0000000000 | Elongation | Cortex |
| AAACCCACACCAGCCA_1 | sc_12 | 10172 | 3155 | 8968 | 2917 | 1204 | 742 | 1.6220999 | 0.06881636 | 18426 | ⋯ | 0.000000000 | 0.001699086 | 0 | 0.002404297 | 0.0038288122 | 0.00000000 | 0.000000e+00 | 0.0000000000 | Distal Columella | Columella |
| AAACCCACACTGGCGT_1 | sc_12 | 7883 | 2387 | 7051 | 2199 | 832 | 523 | 1.5349486 | 0.15222631 | 17877 | ⋯ | 0.009840735 | 0.000000000 | 0 | 0.000000000 | 0.0016002835 | 0.00154616 | 1.519888e-03 | 0.0000000000 | Distal Columella | Columella |
| AAACCCACAGACCTGC_1 | sc_12 | 16718 | 4885 | 14501 | 4566 | 2217 | 1183 | 1.3817442 | 0.11364996 | 18505 | ⋯ | 0.002350374 | 0.001118176 | 0 | 0.000000000 | 0.0009722757 | 0.00000000 | 0.000000e+00 | 0.0002402171 | Proximal Lateral Root Cap | Lateral Root Cap |
In [71]:
sel_cols <- colnames(meta_df)[str_detect(colnames(meta_df), pattern = "GEP")]
plot_df <- meta_df %>%
select(all_of(c("time.celltype.anno.Li", sel_cols))) %>%
pivot_longer(
cols = all_of(sel_cols),
names_to = "GEP",
values_to = "score"
)
In [72]:
head(plot_df)
| time.celltype.anno.Li | GEP | score |
|---|---|---|
| <chr> | <chr> | <dbl> |
| Transition Domain_Atrichoblast | GEP_1 | 0.048937132 |
| Transition Domain_Atrichoblast | GEP_2 | 0.090610156 |
| Transition Domain_Atrichoblast | GEP_3 | 0.007496949 |
| Transition Domain_Atrichoblast | GEP_4 | 0.004143808 |
| Transition Domain_Atrichoblast | GEP_5 | 0.028138386 |
| Transition Domain_Atrichoblast | GEP_6 | 0.032383663 |
In [73]:
# Average score per GEP × time.celltype.anno.Li
# complete: Complete a data frame with missing combinations of data
# Since some cell types are missing in some time points, fill in missing combinations with score = 0
agg_df <- plot_df %>%
group_by(GEP, time.celltype.anno.Li) %>%
summarize(score = mean(score, na.rm = TRUE), .groups = "drop") %>%
tidyr::complete(GEP, time.celltype.anno.Li, fill = list(score = 0)) # Fill in missing combinations with 0
In [74]:
head(agg_df)
| GEP | time.celltype.anno.Li | score |
|---|---|---|
| <chr> | <chr> | <dbl> |
| GEP_1 | Distal Columella | 0.116370296 |
| GEP_1 | Distal Lateral Root Cap | 0.259318081 |
| GEP_1 | Elongation_Atrichoblast | 0.007209387 |
| GEP_1 | Elongation_Cortex | 0.003187568 |
| GEP_1 | Elongation_Endodermis | 0.002586088 |
| GEP_1 | Elongation_Metaphloem & Companion Cell | 0.004248871 |
In [75]:
agg_df$GEP <- factor(agg_df$GEP, levels = paste0("GEP_", 1:n_distinct(agg_df$GEP)))
In [76]:
levels(agg_df$GEP )
- 'GEP_1'
- 'GEP_2'
- 'GEP_3'
- 'GEP_4'
- 'GEP_5'
- 'GEP_6'
- 'GEP_7'
- 'GEP_8'
- 'GEP_9'
- 'GEP_10'
- 'GEP_11'
- 'GEP_12'
- 'GEP_13'
- 'GEP_14'
- 'GEP_15'
- 'GEP_16'
- 'GEP_17'
- 'GEP_18'
- 'GEP_19'
- 'GEP_20'
- 'GEP_21'
- 'GEP_22'
- 'GEP_23'
- 'GEP_24'
- 'GEP_25'
- 'GEP_26'
- 'GEP_27'
- 'GEP_28'
- 'GEP_29'
- 'GEP_30'
In [79]:
options(repr.plot.width = 15, repr.plot.height = 12)
ggplot(agg_df, aes(y = time.celltype.anno.Li, x = GEP, fill = score)) +
geom_tile(color = "grey90", size = 0.3) +
scale_fill_gradient2(low = "white", high = "firebrick3", name = "GEP usage") +
theme_light(base_size = 12) +
theme(
strip.placement = "outside",
axis.title.x = element_text(margin = margin(t = 10)),
axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5, size = 14),
axis.text.y = element_text(size = 12),
panel.grid.major = element_line(color = "grey90", linewidth = 0.1),
panel.grid.minor = element_blank(),
panel.border = element_blank(),
strip.background = element_rect(fill = "darkgrey"),
strip.text = element_text(color = "white", face = "bold")
) +
labs(
x = "",
y = ""
)
GEPs specificity on cell cycle phases¶
In [43]:
rc.integrated_tricycle <- readRDS("/resnick/groups/NolanLab/shared_resources/annotated_objects/rds/integrated/Root_Atlas_v2_seu4_20230907_tricycle.rds")
In [49]:
plot_box <- function(annotation, value, title){
# Prepare data
data <- data.frame(
annotation = annotation,
value = value
)
#Prepare mean values for each annotation and reorder
data <- data %>%
group_by(annotation) %>%
mutate(mean_value = mean(value)) %>%
ungroup() %>%
mutate(annotation = reorder(annotation, desc(mean_value)))
options(repr.plot.width=8, repr.plot.height=6)
# Create the boxplot
print(ggplot(data, aes(x = annotation, y = value)) +
geom_boxplot() +
labs(x = "", y = "Usage", title = title) +
theme_minimal(base_size=18) +
theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5)) )
}
In [50]:
for (i in seq(1,30)){
plot_box(rc.integrated_tricycle$tricycleCCStage[which(rc.integrated_tricycle$time.anno.Li=="Proliferation Domain" |
rc.integrated_tricycle$time.anno.Li=="Proximal Lateral Root Cap" |
rc.integrated_tricycle$time.anno.Li=="Proximal Columella")],
GEP_usage[,which(colnames(GEP_usage)==paste0("GEP_",i))][which(rc.integrated_tricycle$time.anno.Li=="Proliferation Domain" |
rc.integrated_tricycle$time.anno.Li=="Proximal Lateral Root Cap" |
rc.integrated_tricycle$time.anno.Li=="Proximal Columella")],
paste0("GEP_",i))
}
Plot heatmaps¶
In [44]:
# Check if the order of cell barcodes are the same
identical(GEP_usage$cell_barcode, colnames(rc.integrated_tricycle))
TRUE
In [45]:
GEP_usage$cell_barcode[1]
colnames(rc.integrated_tricycle)[1]
'AAACCCAAGCCATTCA_1'
'AAACCCAAGCCATTCA_1'
In [46]:
# Update metadata
rc.integrated_tricycle$GEP_1 <- GEP_usage$GEP_1
rc.integrated_tricycle$GEP_2 <- GEP_usage$GEP_2
rc.integrated_tricycle$GEP_3 <- GEP_usage$GEP_3
rc.integrated_tricycle$GEP_4 <- GEP_usage$GEP_4
rc.integrated_tricycle$GEP_5 <- GEP_usage$GEP_5
rc.integrated_tricycle$GEP_6 <- GEP_usage$GEP_6
rc.integrated_tricycle$GEP_7 <- GEP_usage$GEP_7
rc.integrated_tricycle$GEP_8 <- GEP_usage$GEP_8
rc.integrated_tricycle$GEP_9 <- GEP_usage$GEP_9
rc.integrated_tricycle$GEP_10 <- GEP_usage$GEP_10
rc.integrated_tricycle$GEP_11 <- GEP_usage$GEP_11
rc.integrated_tricycle$GEP_12 <- GEP_usage$GEP_12
rc.integrated_tricycle$GEP_13 <- GEP_usage$GEP_13
rc.integrated_tricycle$GEP_14 <- GEP_usage$GEP_14
rc.integrated_tricycle$GEP_15 <- GEP_usage$GEP_15
rc.integrated_tricycle$GEP_16 <- GEP_usage$GEP_16
rc.integrated_tricycle$GEP_17 <- GEP_usage$GEP_17
rc.integrated_tricycle$GEP_18 <- GEP_usage$GEP_18
rc.integrated_tricycle$GEP_19 <- GEP_usage$GEP_19
rc.integrated_tricycle$GEP_20 <- GEP_usage$GEP_20
rc.integrated_tricycle$GEP_21 <- GEP_usage$GEP_21
rc.integrated_tricycle$GEP_22 <- GEP_usage$GEP_22
rc.integrated_tricycle$GEP_23 <- GEP_usage$GEP_23
rc.integrated_tricycle$GEP_24 <- GEP_usage$GEP_24
rc.integrated_tricycle$GEP_25 <- GEP_usage$GEP_25
rc.integrated_tricycle$GEP_26 <- GEP_usage$GEP_26
rc.integrated_tricycle$GEP_27 <- GEP_usage$GEP_27
rc.integrated_tricycle$GEP_28 <- GEP_usage$GEP_28
rc.integrated_tricycle$GEP_29 <- GEP_usage$GEP_29
rc.integrated_tricycle$GEP_30 <- GEP_usage$GEP_30
In [47]:
meta_df_tricycle <- rc.integrated_tricycle@meta.data
In [48]:
head(meta_df_tricycle)
| orig.ident | nCount_RNA | nFeature_RNA | nCount_spliced_RNA | nFeature_spliced_RNA | nCount_unspliced_RNA | nFeature_unspliced_RNA | percent.mt | percent.cp | nCount_SCT | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <int> | <dbl> | <int> | <dbl> | <int> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| AAACCCAAGCCATTCA_1 | sc_12 | 11727 | 4244 | 10032 | 3899 | 1695 | 1027 | 0.2899292 | 0.07674597 | 18223 | ⋯ | 0.000000000 | 0.003786700 | 0.005426142 | 0.003614915 | 0 | 0.003510636 | 0.0002423366 | 0.00000000 | 0.000000e+00 | 0.0001246741 |
| AAACCCAAGCTGTTCA_1 | sc_12 | 23585 | 4301 | 20531 | 4064 | 3054 | 1123 | 0.1823193 | 0.03391986 | 19971 | ⋯ | 0.000000000 | 0.000000000 | 0.003494375 | 0.003057198 | 0 | 0.000000000 | 0.0042506721 | 0.00000000 | 1.512234e-05 | 0.0000000000 |
| AAACCCAAGGCGAACT_1 | sc_12 | 25828 | 5211 | 22837 | 4885 | 2991 | 1339 | 2.8147747 | 0.38330494 | 20252 | ⋯ | 0.000000000 | 0.000000000 | 0.000000000 | 0.000000000 | 0 | 0.000000000 | 0.0000000000 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| AAACCCACACCAGCCA_1 | sc_12 | 10172 | 3155 | 8968 | 2917 | 1204 | 742 | 1.6220999 | 0.06881636 | 18426 | ⋯ | 0.008774841 | 0.011675368 | 0.000000000 | 0.001699086 | 0 | 0.002404297 | 0.0038288122 | 0.00000000 | 0.000000e+00 | 0.0000000000 |
| AAACCCACACTGGCGT_1 | sc_12 | 7883 | 2387 | 7051 | 2199 | 832 | 523 | 1.5349486 | 0.15222631 | 17877 | ⋯ | 0.000000000 | 0.002467955 | 0.009840735 | 0.000000000 | 0 | 0.000000000 | 0.0016002835 | 0.00154616 | 1.519888e-03 | 0.0000000000 |
| AAACCCACAGACCTGC_1 | sc_12 | 16718 | 4885 | 14501 | 4566 | 2217 | 1183 | 1.3817442 | 0.11364996 | 18505 | ⋯ | 0.000000000 | 0.000000000 | 0.002350374 | 0.001118176 | 0 | 0.000000000 | 0.0009722757 | 0.00000000 | 0.000000e+00 | 0.0002402171 |
In [50]:
meta_df_tricycle_fil <- meta_df_tricycle %>%
filter(time.anno.Li %in% c("Proliferation Domain", "Proximal Lateral Root Cap", "Proximal Columella"))
In [51]:
head(meta_df_tricycle_fil, 3)
| orig.ident | nCount_RNA | nFeature_RNA | nCount_spliced_RNA | nFeature_spliced_RNA | nCount_unspliced_RNA | nFeature_unspliced_RNA | percent.mt | percent.cp | nCount_SCT | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <dbl> | <int> | <dbl> | <int> | <dbl> | <int> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| AAACCCACAGACCTGC_1 | sc_12 | 16718 | 4885 | 14501 | 4566 | 2217 | 1183 | 1.3817442 | 0.11364996 | 18505 | ⋯ | 0.000000000 | 0.000000000 | 0.0023503739 | 0.0011181757 | 0 | 0.0000000000 | 0.0009722757 | 0 | 0 | 0.0002402171 |
| AAACCCAGTCCACAGC_1 | sc_12 | 16626 | 4661 | 14425 | 4387 | 2201 | 1102 | 0.8600986 | 0.07217611 | 18517 | ⋯ | 0.001941484 | 0.001127956 | 0.0001799562 | 0.0000000000 | 0 | 0.0000000000 | 0.0000000000 | 0 | 0 | 0.0000000000 |
| AAACCCAGTTAGAAGT_1 | sc_12 | 11400 | 3549 | 10102 | 3324 | 1298 | 755 | 0.7192982 | 0.02631579 | 18327 | ⋯ | 0.000000000 | 0.004755076 | 0.0010940369 | 0.0002166542 | 0 | 0.0001418905 | 0.0018345732 | 0 | 0 | 0.0000000000 |
In [52]:
unique(meta_df_tricycle_fil$time.anno.Li)
- 'Proximal Lateral Root Cap'
- 'Proliferation Domain'
- 'Proximal Columella'
In [53]:
sel_cols <- colnames(meta_df_tricycle_fil)[str_detect(colnames(meta_df_tricycle_fil), pattern = "GEP")]
sel_cols
- 'GEP_1'
- 'GEP_2'
- 'GEP_3'
- 'GEP_4'
- 'GEP_5'
- 'GEP_6'
- 'GEP_7'
- 'GEP_8'
- 'GEP_9'
- 'GEP_10'
- 'GEP_11'
- 'GEP_12'
- 'GEP_13'
- 'GEP_14'
- 'GEP_15'
- 'GEP_16'
- 'GEP_17'
- 'GEP_18'
- 'GEP_19'
- 'GEP_20'
- 'GEP_21'
- 'GEP_22'
- 'GEP_23'
- 'GEP_24'
- 'GEP_25'
- 'GEP_26'
- 'GEP_27'
- 'GEP_28'
- 'GEP_29'
- 'GEP_30'
In [54]:
plot_df_tri_fil <- meta_df_tricycle_fil %>%
select(all_of(c("tricycleCCStage", sel_cols))) %>%
pivot_longer(
cols = all_of(sel_cols),
names_to = "GEP",
values_to = "score"
)
In [55]:
head(plot_df_tri_fil)
| tricycleCCStage | GEP | score |
|---|---|---|
| <chr> | <chr> | <dbl> |
| S | GEP_1 | 0.40810441 |
| S | GEP_2 | 0.14890155 |
| S | GEP_3 | 0.10343562 |
| S | GEP_4 | 0.00000000 |
| S | GEP_5 | 0.07170737 |
| S | GEP_6 | 0.00000000 |
In [56]:
# Average score per GEP × time.celltype.anno.Li
# complete: Complete a data frame with missing combinations of data
# Since some cell types are missing in some time points, fill in missing combinations with score = 0
agg_df_tri_fil <- plot_df_tri_fil %>%
group_by(GEP, tricycleCCStage) %>%
summarize(score = mean(score, na.rm = TRUE), .groups = "drop") %>%
tidyr::complete(GEP, tricycleCCStage, fill = list(score = 0)) # Fill in missing combinations with 0
In [57]:
head(agg_df_tri_fil)
| GEP | tricycleCCStage | score |
|---|---|---|
| <chr> | <chr> | <dbl> |
| GEP_1 | G1/G0 | 0.325740789 |
| GEP_1 | G2M | 0.247927355 |
| GEP_1 | S | 0.215377646 |
| GEP_10 | G1/G0 | 0.005299042 |
| GEP_10 | G2M | 0.003848055 |
| GEP_10 | S | 0.006379374 |
In [58]:
agg_df_tri_fil$GEP <- factor(agg_df_tri_fil$GEP, levels = paste0("GEP_", 1:n_distinct(agg_df_tri_fil$GEP)))
In [59]:
levels(agg_df_tri_fil$GEP )
- 'GEP_1'
- 'GEP_2'
- 'GEP_3'
- 'GEP_4'
- 'GEP_5'
- 'GEP_6'
- 'GEP_7'
- 'GEP_8'
- 'GEP_9'
- 'GEP_10'
- 'GEP_11'
- 'GEP_12'
- 'GEP_13'
- 'GEP_14'
- 'GEP_15'
- 'GEP_16'
- 'GEP_17'
- 'GEP_18'
- 'GEP_19'
- 'GEP_20'
- 'GEP_21'
- 'GEP_22'
- 'GEP_23'
- 'GEP_24'
- 'GEP_25'
- 'GEP_26'
- 'GEP_27'
- 'GEP_28'
- 'GEP_29'
- 'GEP_30'
In [67]:
options(repr.plot.width = 12, repr.plot.height = 4)
ggplot(agg_df_tri_fil, aes(y = tricycleCCStage, x = GEP, fill = score)) +
geom_tile(color = "grey90", size = 0.3) +
scale_fill_gradient2(low = "white", high = "firebrick3", name = "GEP usage") +
theme_light(base_size = 16) +
theme(
strip.placement = "outside",
axis.title.x = element_text(margin = margin(t = 10)),
axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5),
axis.text.y = element_text(size = 12),
panel.grid.major = element_line(color = "grey90", linewidth = 0.1),
panel.grid.minor = element_blank(),
panel.border = element_blank(),
strip.background = element_rect(fill = "darkgrey"),
strip.text = element_text(color = "white", face = "bold")
) +
labs(
x = "",
y = ""
)
GEPs specificity on branches¶
In [51]:
plot_box <- function(annotation, value, title){
# Prepare data
data <- data.frame(
annotation = annotation,
value = value
)
#Prepare mean values for each annotation and reorder
data <- data %>%
group_by(annotation) %>%
mutate(mean_value = mean(value)) %>%
ungroup() %>%
mutate(annotation = reorder(annotation, desc(mean_value)))
options(repr.plot.width=8, repr.plot.height=6)
# Create the boxplot
print(ggplot(data, aes(x = annotation, y = value)) +
geom_boxplot() +
labs(x = "", y = "Usage", title = title) +
theme_minimal(base_size=18) +
theme(axis.text.x = element_text(angle = 90, hjust = 1, vjust = 0.5)) )
}
In [52]:
for (i in seq(1,30)){
plot_box(rc.integrated_tricycle$branch.anno, GEP_usage[,which(colnames(GEP_usage)==paste0("GEP_",i))], paste0("GEP_",i))
}
Redo GO analysis based on Che-Wei's annotated gene score¶
Note: Each gene is "uniquely" assigned to a GEP according to the maximum spectra score. This is different from the GO analysis at the top of this notebook
In [63]:
# Read in the table sent by Che-Wei
topgene_new <- read.table("/resnick/groups/NolanLab/cchen/mannitol/cnmf/20250722_root_atlas_cnmf/20250722_root_atlas_cnmf_parallel.gene_spectra_score.k_30.dt_0_1_annotated.csv",
sep = ",", header = T)
In [64]:
head(topgene_new)
| Gene | GEP | Score | Rank | GEP_1 | GEP_2 | GEP_3 | GEP_4 | GEP_5 | GEP_6 | ⋯ | GEP_21 | GEP_22 | GEP_23 | GEP_24 | GEP_25 | GEP_26 | GEP_27 | GEP_28 | GEP_29 | GEP_30 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <chr> | <dbl> | <int> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | AT5G10130 | GEP_1 | 0.010744356 | 1 | 0.010744356 | -0.0008624264 | 0.0001573072 | -0.0006713004 | -0.0004445188 | -0.0005884634 | ⋯ | -0.0009504691 | -0.0003566541 | -0.0002891213 | -0.0005385907 | -4.006435e-04 | -0.0003388148 | -1.974402e-04 | 3.455496e-04 | -1.135266e-05 | 1.207177e-05 |
| 2 | AT1G54010 | GEP_1 | 0.010546958 | 2 | 0.010546958 | -0.0008080902 | -0.0019291850 | -0.0004139522 | -0.0003636033 | -0.0003578989 | ⋯ | -0.0005263718 | -0.0002254895 | -0.0001939703 | -0.0008099247 | -2.177211e-04 | -0.0002100479 | -9.531763e-05 | -2.833073e-04 | -7.620894e-06 | -5.608816e-05 |
| 3 | AT4G37160 | GEP_1 | 0.009257320 | 3 | 0.009257320 | -0.0006513025 | -0.0018881698 | -0.0004673227 | -0.0003987495 | -0.0003797449 | ⋯ | -0.0006345073 | -0.0002493222 | -0.0002003414 | -0.0005243768 | -2.007795e-04 | -0.0002302973 | -1.496550e-04 | 4.349926e-05 | -4.744473e-06 | -4.218373e-05 |
| 4 | AT2G43610 | GEP_1 | 0.009035509 | 4 | 0.009035509 | -0.0009237657 | 0.0023933135 | -0.0007111237 | -0.0004347504 | -0.0007563979 | ⋯ | 0.0007124570 | -0.0004236274 | -0.0003099640 | -0.0004532029 | -1.701928e-05 | -0.0003550987 | -3.042865e-04 | -2.959266e-04 | -2.049222e-05 | -8.879225e-05 |
| 5 | AT2G23630 | GEP_1 | 0.009001678 | 5 | 0.009001678 | -0.0007681538 | -0.0014747042 | -0.0003174310 | -0.0002980285 | -0.0002739272 | ⋯ | -0.0004022242 | -0.0001707945 | -0.0001672692 | -0.0009164677 | -1.296692e-04 | -0.0001814244 | -1.247627e-04 | -8.952755e-04 | -7.551204e-06 | -5.740698e-05 |
| 6 | AT5G58784 | GEP_1 | 0.008988829 | 6 | 0.008988829 | -0.0008927577 | -0.0017674511 | -0.0002883207 | -0.0002539218 | -0.0002668609 | ⋯ | -0.0001599409 | -0.0001422679 | -0.0001486489 | -0.0011483766 | -1.614805e-04 | -0.0001608135 | -2.005580e-04 | -4.820686e-04 | -1.330476e-05 | -5.505679e-05 |
In [66]:
# Select rank 1 ~ 200 genes for each GEP
topgene_new_top <- topgene_new %>%
dplyr::select(1:4) %>%
filter(Rank %in% c(1:200))
In [68]:
head(topgene_new_top)
nrow(topgene_new_top)
| Gene | GEP | Score | Rank | |
|---|---|---|---|---|
| <chr> | <chr> | <dbl> | <int> | |
| 1 | AT5G10130 | GEP_1 | 0.010744356 | 1 |
| 2 | AT1G54010 | GEP_1 | 0.010546958 | 2 |
| 3 | AT4G37160 | GEP_1 | 0.009257320 | 3 |
| 4 | AT2G43610 | GEP_1 | 0.009035509 | 4 |
| 5 | AT2G23630 | GEP_1 | 0.009001678 | 5 |
| 6 | AT5G58784 | GEP_1 | 0.008988829 | 6 |
6000
In [69]:
# Convert into a list
GEP_list <- topgene_new_top %>%
group_by(GEP) %>%
summarise(genes = list(Gene), .groups = "drop") %>%
deframe() # convert a two-column df into a named list
In [77]:
class(GEP_list)
'list'
In [74]:
GEP_list
- $GEP_1
-
- 'AT5G10130'
- 'AT1G54010'
- 'AT4G37160'
- 'AT2G43610'
- 'AT2G23630'
- 'AT5G58784'
- 'AT1G28290'
- 'AT1G54030'
- 'AT1G80240'
- 'AT3G04320'
- 'AT5G35940'
- 'AT3G16410'
- 'AT2G43600'
- 'AT5G13870'
- 'AT2G41800'
- 'AT4G15300'
- 'AT2G47140'
- 'AT2G17280'
- 'AT5G12940'
- 'AT2G04160'
- 'AT5G62340'
- 'AT1G14220'
- 'AT1G06330'
- 'AT4G23590'
- 'AT4G01770'
- 'AT4G01950'
- 'AT3G14530'
- 'AT1G54000'
- 'AT1G07175'
- 'AT1G78340'
- 'AT5G60520'
- 'AT3G29430'
- 'AT2G30340'
- 'AT5G26260'
- 'AT4G21902'
- 'AT4G14560'
- 'AT5G26280'
- 'AT4G38140'
- 'AT1G44318'
- 'AT2G25980'
- 'AT5G47950'
- 'AT4G24340'
- 'AT1G66280'
- 'AT3G14550'
- 'AT4G15350'
- 'AT5G02260'
- 'AT4G15215'
- 'AT3G20940'
- 'AT1G12740'
- 'AT5G40780'
- 'AT1G66400'
- 'AT3G16420'
- 'AT1G66800'
- 'AT3G16450'
- 'AT1G44760'
- 'AT5G44440'
- 'AT2G43535'
- 'AT5G36880'
- 'AT4G01240'
- 'AT1G14080'
- 'AT3G16430'
- 'AT5G63650'
- 'AT4G16500'
- 'AT5G26230'
- 'AT1G72140'
- 'AT4G30610'
- 'AT2G39350'
- 'AT2G35770'
- 'AT4G30810'
- 'AT1G01720'
- 'AT1G22190'
- 'AT5G24070'
- 'AT4G20000'
- 'AT5G08590'
- 'AT5G66690'
- 'AT5G66800'
- 'AT5G41810'
- 'AT4G36010'
- 'AT4G31320'
- 'AT4G24275'
- 'AT3G10720'
- 'AT4G00360'
- 'AT1G02390'
- 'AT3G62650'
- 'AT2G40470'
- 'AT3G51600'
- 'AT4G00400'
- 'AT3G14510'
- 'AT4G30080'
- 'AT1G33750'
- 'AT5G23820'
- 'AT1G31950'
- 'AT2G45050'
- 'AT1G73340'
- 'AT4G36250'
- 'AT1G47620'
- 'AT4G11610'
- 'AT1G23160'
- 'AT3G15950'
- 'AT2G23110'
- 'AT3G47380'
- 'AT3G16460'
- 'AT1G65730'
- 'AT2G38750'
- 'AT3G46080'
- 'AT1G74490'
- 'AT1G52690'
- 'AT5G15265'
- 'AT1G55850'
- 'AT3G45730'
- 'AT2G32190'
- 'AT5G57090'
- 'AT3G07320'
- 'AT1G69040'
- 'AT3G46700'
- 'AT5G39080'
- 'AT1G48330'
- 'AT2G41290'
- 'AT5G37770'
- 'AT3G59850'
- 'AT4G31290'
- 'AT5G66460'
- 'AT5G42630'
- 'AT4G37770'
- 'AT5G10480'
- 'AT5G14730'
- 'AT3G45600'
- 'AT5G59030'
- 'AT3G05500'
- 'AT2G38940'
- 'AT5G56980'
- 'AT2G43290'
- 'AT4G20820'
- 'AT2G14960'
- 'AT2G39200'
- 'AT1G50720'
- 'AT3G15810'
- 'AT3G19930'
- 'AT2G40475'
- 'AT5G07040'
- 'AT1G32540'
- 'AT2G22770'
- 'AT2G32210'
- 'AT4G04745'
- 'AT1G52910'
- 'AT3G23470'
- 'AT1G10560'
- 'AT3G10815'
- 'AT5G23840'
- 'AT4G39660'
- 'AT1G80830'
- 'AT5G06320'
- 'AT3G49630'
- 'AT2G20515'
- 'AT1G07280'
- 'AT5G14750'
- 'AT3G44450'
- 'AT4G15760'
- 'AT2G30130'
- 'AT3G45310'
- 'AT5G24610'
- 'AT1G65980'
- 'AT5G42600'
- 'AT1G14210'
- 'AT5G65683'
- 'AT2G24570'
- 'AT1G80370'
- 'AT5G48940'
- 'AT2G39210'
- 'AT4G33120'
- 'AT5G62180'
- 'AT2G38760'
- 'AT2G14820'
- 'AT3G54200'
- 'AT1G80110'
- 'AT4G15280'
- 'AT3G56710'
- 'AT1G11000'
- 'AT5G50180'
- 'AT3G01516'
- 'AT4G16230'
- 'AT5G56320'
- 'AT3G20590'
- 'AT1G19310'
- 'AT5G58750'
- 'AT3G03640'
- 'AT3G24503'
- 'AT2G38120'
- 'AT3G52748'
- 'AT5G14800'
- 'AT2G20370'
- 'AT4G12840'
- 'AT1G07290'
- 'AT1G10810'
- 'AT5G65690'
- 'AT3G52500'
- 'AT5G65925'
- 'AT2G21130'
- 'AT3G48260'
- 'AT3G50760'
- $GEP_10
-
- 'AT1G05260'
- 'AT4G11290'
- 'AT5G57620'
- 'AT2G22000'
- 'AT4G05100'
- 'AT2G14900'
- 'AT5G65790'
- 'AT4G22110'
- 'AT1G69930'
- 'AT1G22640'
- 'AT3G17820'
- 'AT4G16447'
- 'AT5G38790'
- 'AT4G18930'
- 'AT5G20820'
- 'AT2G36890'
- 'AT5G01595'
- 'AT3G04520'
- 'AT3G45070'
- 'AT2G37180'
- 'AT3G59620'
- 'AT2G37170'
- 'AT3G32980'
- 'AT2G47930'
- 'AT1G72940'
- 'AT2G48030'
- 'AT1G01360'
- 'AT3G01513'
- 'AT1G72630'
- 'AT5G28020'
- 'AT5G63595'
- 'AT3G22600'
- 'AT1G09560'
- 'AT1G13420'
- 'AT1G17190'
- 'AT3G11660'
- 'AT1G19840'
- 'AT3G43800'
- 'AT3G16240'
- 'AT1G49660'
- 'AT1G16390'
- 'AT2G16750'
- 'AT5G04120'
- 'AT5G49800'
- 'AT1G16370'
- 'AT1G14580'
- 'AT5G59590'
- 'AT5G64570'
- 'AT3G10525'
- 'AT2G44790'
- 'AT1G25230'
- 'AT2G36307'
- 'AT2G45960'
- 'AT4G26320'
- 'AT3G02780'
- 'AT4G16270'
- 'AT5G28010'
- 'AT4G16380'
- 'AT5G45210'
- 'AT3G50800'
- 'AT1G31935'
- 'AT2G16720'
- 'AT4G36640'
- 'AT3G18820'
- 'AT2G43340'
- 'AT4G17280'
- 'AT4G32710'
- 'AT1G68570'
- 'AT3G30180'
- 'AT5G25770'
- 'AT3G19030'
- 'AT5G05180'
- 'AT3G55770'
- 'AT5G63660'
- 'AT4G24220'
- 'AT2G23560'
- 'AT5G46600'
- 'AT3G56230'
- 'AT3G02770'
- 'AT4G14040'
- 'AT1G09090'
- 'AT3G24450'
- 'AT5G57150'
- 'AT1G08847'
- 'AT5G62500'
- 'AT5G06730'
- 'AT5G16390'
- 'AT4G03610'
- 'AT5G60460'
- 'AT1G02205'
- 'AT4G17300'
- 'AT1G09812'
- 'AT5G47370'
- 'AT4G39030'
- 'AT3G44870'
- 'AT2G25160'
- 'AT3G10985'
- 'AT3G09032'
- 'AT3G54400'
- 'AT3G23730'
- 'AT5G61130'
- 'AT1G55330'
- 'AT1G22650'
- 'AT4G11190'
- 'AT1G76690'
- 'AT1G10200'
- 'AT1G59940'
- 'AT5G12900'
- 'AT5G45200'
- 'AT5G43910'
- 'AT5G07830'
- 'AT3G61890'
- 'AT5G66600'
- 'AT2G46510'
- 'AT2G46330'
- 'AT4G28840'
- 'AT3G26760'
- 'AT5G53320'
- 'AT4G35080'
- 'AT5G43760'
- 'AT1G58590'
- 'AT4G34500'
- 'AT1G48480'
- 'AT1G23205'
- 'AT3G63210'
- 'AT2G41420'
- 'AT2G23130'
- 'AT5G59450'
- 'AT3G22540'
- 'AT3G23690'
- 'AT4G17220'
- 'AT5G15900'
- 'AT1G50420'
- 'AT3G54220'
- 'AT4G28100'
- 'AT4G37470'
- 'AT2G36895'
- 'AT2G31230'
- 'AT4G28085'
- 'AT5G14920'
- 'AT4G27970'
- 'AT2G29330'
- 'AT1G73680'
- 'AT2G16980'
- 'AT1G74870'
- 'AT3G32030'
- 'AT1G09080'
- 'AT1G07750'
- 'AT5G67190'
- 'AT1G61250'
- 'AT4G26200'
- 'AT2G47060'
- 'AT1G78860'
- 'AT3G24120'
- 'AT1G44170'
- 'AT4G21390'
- 'AT5G11020'
- 'AT1G69490'
- 'AT1G26690'
- 'AT5G39340'
- 'AT2G40160'
- 'AT1G73805'
- 'AT3G22840'
- 'AT3G57830'
- 'AT4G23880'
- 'AT3G29180'
- 'AT1G11740'
- 'AT4G01140'
- 'AT3G25640'
- 'AT4G09460'
- 'AT3G14395'
- 'AT5G07000'
- 'AT3G05050'
- 'AT1G05490'
- 'AT4G36800'
- 'AT1G01030'
- 'AT4G18530'
- 'AT2G18730'
- 'AT1G79120'
- 'AT4G16370'
- 'AT2G29700'
- 'AT3G26570'
- 'AT1G72240'
- 'AT4G23895'
- 'AT5G37550'
- 'AT5G56630'
- 'AT4G13340'
- 'AT5G58300'
- 'AT2G33530'
- 'AT4G22150'
- 'AT1G70230'
- 'AT1G60760'
- 'AT3G47210'
- 'AT2G26230'
- 'AT4G30350'
- 'AT2G38060'
- 'AT1G16380'
- 'AT5G47240'
- 'AT4G15080'
- 'AT2G22930'
- $GEP_11
-
- 'AT2G39530'
- 'AT1G65310'
- 'AT1G06120'
- 'AT5G46900'
- 'AT4G22666'
- 'AT1G70850'
- 'AT4G23400'
- 'AT4G30280'
- 'AT4G12510'
- 'AT3G46280'
- 'AT4G12545'
- 'AT4G33790'
- 'AT3G01190'
- 'AT2G39040'
- 'AT3G29780'
- 'AT1G19900'
- 'AT5G60660'
- 'AT3G02240'
- 'AT1G25450'
- 'AT1G53830'
- 'AT2G30930'
- 'AT5G17820'
- 'AT4G25830'
- 'AT5G64100'
- 'AT5G46890'
- 'AT3G29250'
- 'AT2G39410'
- 'AT1G30690'
- 'AT5G17330'
- 'AT3G19320'
- 'AT4G20260'
- 'AT3G51330'
- 'AT4G12520'
- 'AT1G14960'
- 'AT4G35100'
- 'AT1G51850'
- 'AT4G15290'
- 'AT2G37130'
- 'AT1G12110'
- 'AT1G10550'
- 'AT1G51800'
- 'AT3G28550'
- 'AT5G43350'
- 'AT1G03870'
- 'AT5G65800'
- 'AT3G28345'
- 'AT1G23720'
- 'AT5G26660'
- 'AT3G61430'
- 'AT2G25810'
- 'AT3G18200'
- 'AT5G60950'
- 'AT4G01890'
- 'AT4G30170'
- 'AT3G09260'
- 'AT5G40730'
- 'AT3G23510'
- 'AT2G23620'
- 'AT5G10430'
- 'AT5G44480'
- 'AT2G21045'
- 'AT1G70410'
- 'AT1G67910'
- 'AT2G47550'
- 'AT4G23870'
- 'AT4G14880'
- 'AT5G48010'
- 'AT1G51830'
- 'AT5G07460'
- 'AT4G30290'
- 'AT3G23175'
- 'AT5G45280'
- 'AT5G02890'
- 'AT4G29350'
- 'AT1G49030'
- 'AT4G33740'
- 'AT1G04250'
- 'AT2G01880'
- 'AT3G17810'
- 'AT4G01630'
- 'AT5G23750'
- 'AT3G49845'
- 'AT2G42060'
- 'AT4G30190'
- 'AT1G51790'
- 'AT1G65481'
- 'AT5G44585'
- 'AT1G04040'
- 'AT5G48657'
- 'AT2G31540'
- 'AT2G22170'
- 'AT2G02610'
- 'AT2G29750'
- 'AT1G05650'
- 'AT4G12543'
- 'AT4G17170'
- 'AT2G32270'
- 'AT3G05860'
- 'AT3G11780'
- 'AT3G46010'
- 'AT5G67620'
- 'AT1G54095'
- 'AT1G15350'
- 'AT3G03000'
- 'AT5G45510'
- 'AT3G47670'
- 'AT3G21340'
- 'AT3G55150'
- 'AT5G26010'
- 'AT1G61050'
- 'AT2G27360'
- 'AT3G01290'
- 'AT1G23110'
- 'AT4G31470'
- 'AT1G05850'
- 'AT4G32150'
- 'AT1G31772'
- 'AT5G38940'
- 'AT4G23470'
- 'AT4G00430'
- 'AT3G28750'
- 'AT1G32170'
- 'AT3G07195'
- 'AT1G74790'
- 'AT4G37070'
- 'AT4G13440'
- 'AT4G25090'
- 'AT4G11020'
- 'AT2G19060'
- 'AT5G24090'
- 'AT5G45500'
- 'AT1G01620'
- 'AT2G21520'
- 'AT2G28970'
- 'AT2G40610'
- 'AT2G40250'
- 'AT3G26440'
- 'AT5G49760'
- 'AT4G14550'
- 'AT1G62800'
- 'AT3G18450'
- 'AT3G19340'
- 'AT4G27740'
- 'AT3G07470'
- 'AT4G02290'
- 'AT3G46400'
- 'AT3G15115'
- 'AT2G44380'
- 'AT3G18560'
- 'AT4G38920'
- 'AT5G03040'
- 'AT3G14370'
- 'AT1G79590'
- 'AT5G40450'
- 'AT1G54820'
- 'AT4G20460'
- 'AT5G45490'
- 'AT3G09020'
- 'AT5G44910'
- 'AT1G49450'
- 'AT5G42830'
- 'AT3G45650'
- 'AT1G62790'
- 'AT3G46720'
- 'AT3G62270'
- 'AT4G02370'
- 'AT4G15500'
- 'AT2G27660'
- 'AT4G03820'
- 'AT1G09540'
- 'AT1G75440'
- 'AT1G79840'
- 'AT5G42785'
- 'AT1G02305'
- 'AT2G19050'
- 'AT3G29350'
- 'AT1G22550'
- 'AT1G73280'
- 'AT1G11310'
- 'AT3G22250'
- 'AT4G28940'
- 'AT4G35200'
- 'AT1G57560'
- 'AT5G01700'
- 'AT5G59520'
- 'AT5G55050'
- 'AT1G65985'
- 'AT5G65430'
- 'AT5G40590'
- 'AT4G17470'
- 'AT5G19770'
- 'AT4G12550'
- 'AT1G06197'
- 'AT2G26710'
- 'AT5G43060'
- 'AT3G50830'
- 'AT4G08930'
- 'AT4G23710'
- 'AT4G19520'
- 'AT2G44500'
- $GEP_12
-
- 'AT5G19240'
- 'AT1G13930'
- 'AT4G37010'
- 'AT5G15180'
- 'AT4G13860'
- 'AT1G79040'
- 'AT3G44310'
- 'AT3G14850'
- 'AT5G09978'
- 'AT5G56870'
- 'AT4G17340'
- 'AT1G06640'
- 'AT1G21310'
- 'AT5G53370'
- 'AT5G09440'
- 'AT2G02990'
- 'AT4G37700'
- 'AT1G08930'
- 'AT1G22440'
- 'AT3G57020'
- 'AT4G26220'
- 'AT1G15625'
- 'AT5G42250'
- 'AT2G43150'
- 'AT3G26520'
- 'AT3G18170'
- 'AT5G59540'
- 'AT1G80180'
- 'AT5G48290'
- 'AT3G25930'
- 'AT1G70890'
- 'AT2G41380'
- 'AT3G13610'
- 'AT5G47450'
- 'AT1G21110'
- 'AT2G36830'
- 'AT3G48890'
- 'AT4G20860'
- 'AT1G14870'
- 'AT5G01250'
- 'AT3G24420'
- 'AT1G30380'
- 'AT3G53420'
- 'AT2G31570'
- 'AT1G52200'
- 'AT1G27030'
- 'AT5G57785'
- 'AT3G48520'
- 'AT4G15610'
- 'AT1G08173'
- 'AT3G26300'
- 'AT3G22240'
- 'AT1G02900'
- 'AT2G42350'
- 'AT2G45220'
- 'AT1G58360'
- 'AT4G20110'
- 'AT1G05710'
- 'AT5G19860'
- 'AT5G19230'
- 'AT1G31330'
- 'AT5G66040'
- 'AT4G23430'
- 'AT3G12700'
- 'AT5G10770'
- 'AT3G25760'
- 'AT5G44130'
- 'AT3G55290'
- 'AT4G23550'
- 'AT1G14540'
- 'AT5G60360'
- 'AT4G09760'
- 'AT5G43068'
- 'AT5G47990'
- 'AT5G48540'
- 'AT2G34500'
- 'AT3G44990'
- 'AT3G01520'
- 'AT3G14690'
- 'AT5G44574'
- 'AT4G15390'
- 'AT5G42590'
- 'AT4G33070'
- 'AT5G64260'
- 'AT1G02850'
- 'AT3G28940'
- 'AT4G00700'
- 'AT5G66985'
- 'AT1G19910'
- 'AT2G25735'
- 'AT5G36180'
- 'AT1G78670'
- 'AT4G37760'
- 'AT2G15370'
- 'AT1G55450'
- 'AT2G37970'
- 'AT1G73080'
- 'AT4G23190'
- 'AT5G16010'
- 'AT4G22460'
- 'AT5G64120'
- 'AT5G42500'
- 'AT1G05570'
- 'AT1G62975'
- 'AT1G62370'
- 'AT5G36925'
- 'AT5G40170'
- 'AT1G66760'
- 'AT5G48000'
- 'AT2G01530'
- 'AT5G13190'
- 'AT4G25433'
- 'AT5G19250'
- 'AT2G02390'
- 'AT2G27920'
- 'AT3G48920'
- 'AT1G47128'
- 'AT3G30390'
- 'AT5G51040'
- 'AT5G24410'
- 'AT3G17420'
- 'AT1G30360'
- 'AT1G72450'
- 'AT4G29905'
- 'AT2G34810'
- 'AT3G51730'
- 'AT4G38220'
- 'AT5G25940'
- 'AT1G56010'
- 'AT1G23040'
- 'AT4G19975'
- 'AT1G61360'
- 'AT1G20340'
- 'AT3G47960'
- 'AT3G43670'
- 'AT4G35060'
- 'AT5G24165'
- 'AT4G34881'
- 'AT1G66725'
- 'AT3G21070'
- 'AT3G04010'
- 'AT3G62830'
- 'AT1G65820'
- 'AT4G23670'
- 'AT3G49120'
- 'AT2G41475'
- 'AT1G02310'
- 'AT2G34355'
- 'AT4G25640'
- 'AT1G47480'
- 'AT3G21710'
- 'AT1G72200'
- 'AT1G70300'
- 'AT1G08380'
- 'AT3G02242'
- 'AT4G27170'
- 'AT5G25810'
- 'AT5G20090'
- 'AT5G52060'
- 'AT3G11340'
- 'AT3G17020'
- 'AT3G51860'
- 'AT1G11910'
- 'AT1G72160'
- 'AT2G47400'
- 'AT4G27745'
- 'AT3G16400'
- 'AT5G58650'
- 'AT4G39730'
- 'AT5G47980'
- 'AT4G37310'
- 'AT4G31130'
- 'AT5G17860'
- 'AT1G50320'
- 'AT5G04310'
- 'AT1G21100'
- 'AT2G01670'
- 'AT5G62480'
- 'AT1G74360'
- 'AT1G66200'
- 'AT3G45710'
- 'AT3G59710'
- 'AT5G58800'
- 'AT2G36380'
- 'AT5G01550'
- 'AT5G45650'
- 'AT5G34850'
- 'AT5G38030'
- 'AT5G66570'
- 'AT1G28600'
- 'AT3G24170'
- 'AT5G14120'
- 'AT5G38020'
- 'AT4G39080'
- 'AT4G02410'
- 'AT3G22235'
- 'AT4G29700'
- 'AT5G40890'
- 'AT1G14550'
- 'AT3G14660'
- $GEP_13
-
- 'AT5G47920'
- 'AT1G26450'
- 'AT3G14780'
- 'AT5G37660'
- 'AT5G24800'
- 'AT4G23410'
- 'AT3G15680'
- 'AT4G18340'
- 'AT5G23370'
- 'AT3G21770'
- 'AT5G17760'
- 'AT5G23360'
- 'AT3G14570'
- 'AT2G02130'
- 'AT2G31083'
- 'AT4G15340'
- 'AT5G13910'
- 'AT5G19260'
- 'AT1G29160'
- 'AT2G21560'
- 'AT3G43430'
- 'AT5G65140'
- 'AT5G19875'
- 'AT5G59090'
- 'AT5G05790'
- 'AT3G27030'
- 'AT3G61820'
- 'AT3G60490'
- 'AT1G43910'
- 'AT5G18690'
- 'AT1G59530'
- 'AT5G44350'
- 'AT3G62690'
- 'AT1G35910'
- 'AT2G31085'
- 'AT3G47540'
- 'AT3G04530'
- 'AT1G71692'
- 'AT1G47960'
- 'AT1G65890'
- 'AT1G43650'
- 'AT2G44670'
- 'AT2G28810'
- 'AT5G24580'
- 'AT3G14990'
- 'AT4G39190'
- 'AT1G52140'
- 'AT1G09460'
- 'AT2G18550'
- 'AT1G30080'
- 'AT1G11185'
- 'AT5G67160'
- 'AT1G73850'
- 'AT5G23350'
- 'AT4G26130'
- 'AT1G09950'
- 'AT5G44160'
- 'AT3G59100'
- 'AT5G14340'
- 'AT3G49760'
- 'AT1G26790'
- 'AT5G50610'
- 'AT3G26744'
- 'AT5G65030'
- 'AT3G11280'
- 'AT1G70990'
- 'AT3G55370'
- 'AT2G02230'
- 'AT2G17450'
- 'AT2G31940'
- 'AT4G24180'
- 'AT1G70940'
- 'AT4G29140'
- 'AT2G43050'
- 'AT5G62820'
- 'AT3G56520'
- 'AT1G26730'
- 'AT3G61850'
- 'AT1G56210'
- 'AT4G28250'
- 'AT2G30070'
- 'AT5G25360'
- 'AT3G62990'
- 'AT2G34600'
- 'AT4G15150'
- 'AT1G73010'
- 'AT1G18570'
- 'AT1G68130'
- 'AT4G33700'
- 'AT3G49220'
- 'AT1G27660'
- 'AT3G12090'
- 'AT1G54270'
- 'AT4G27590'
- 'AT5G23380'
- 'AT5G64700'
- 'AT5G55530'
- 'AT3G06020'
- 'AT5G52882'
- 'AT1G32240'
- 'AT5G23810'
- 'AT5G50820'
- 'AT3G15530'
- 'AT5G19120'
- 'AT5G65340'
- 'AT5G15830'
- 'AT1G32510'
- 'AT5G53420'
- 'AT4G17788'
- 'AT2G31082'
- 'AT5G58090'
- 'AT4G10310'
- 'AT3G63300'
- 'AT2G02020'
- 'AT2G18160'
- 'AT5G62670'
- 'AT3G13560'
- 'AT4G16000'
- 'AT2G34670'
- 'AT1G54500'
- 'AT1G75390'
- 'AT4G22770'
- 'AT3G06435'
- 'AT5G08705'
- 'AT3G11580'
- 'AT1G52565'
- 'AT1G15670'
- 'AT1G49470'
- 'AT2G29430'
- 'AT4G12430'
- 'AT1G71960'
- 'AT5G05160'
- 'AT5G23170'
- 'AT5G40090'
- 'AT1G20530'
- 'AT2G23950'
- 'AT2G22460'
- 'AT2G40150'
- 'AT1G66140'
- 'AT5G44530'
- 'AT2G31081'
- 'AT4G35180'
- 'AT1G59780'
- 'AT1G64690'
- 'AT1G18270'
- 'AT5G41905'
- 'AT4G12825'
- 'AT5G47190'
- 'AT4G20040'
- 'AT1G03840'
- 'AT2G46700'
- 'AT1G21510'
- 'AT5G35525'
- 'AT1G05533'
- 'AT1G21910'
- 'AT3G61590'
- 'AT3G47500'
- 'AT3G14810'
- 'AT5G06740'
- 'AT4G35780'
- 'AT1G09960'
- 'AT3G17100'
- 'AT3G48510'
- 'AT5G37750'
- 'AT3G16350'
- 'AT1G23550'
- 'AT5G56050'
- 'AT3G49940'
- 'AT1G11380'
- 'AT1G68110'
- 'AT5G53160'
- 'AT1G67050'
- 'AT5G40010'
- 'AT5G47620'
- 'AT1G12630'
- 'AT5G56780'
- 'AT2G26600'
- 'AT1G48605'
- 'AT4G37235'
- 'AT4G23930'
- 'AT2G12400'
- 'AT1G25250'
- 'AT4G35190'
- 'AT1G54830'
- 'AT3G27027'
- 'AT3G18710'
- 'AT1G67720'
- 'AT4G04040'
- 'AT3G05945'
- 'AT3G48390'
- 'AT5G50150'
- 'AT1G79700'
- 'AT1G23840'
- 'AT2G02240'
- 'AT5G08130'
- 'AT1G64160'
- 'AT4G20170'
- 'AT2G01680'
- 'AT1G58110'
- 'AT4G01060'
- $GEP_14
-
- 'AT5G57560'
- 'AT4G27280'
- 'AT5G42380'
- 'AT3G57450'
- 'AT1G07135'
- 'AT2G02010'
- 'AT5G54490'
- 'AT2G26530'
- 'AT3G23250'
- 'AT1G47130'
- 'AT3G13650'
- 'AT1G02400'
- 'AT4G09030'
- 'AT4G25810'
- 'AT1G80840'
- 'AT2G46600'
- 'AT1G32920'
- 'AT1G22810'
- 'AT5G59820'
- 'AT3G25780'
- 'AT1G61340'
- 'AT3G53600'
- 'AT3G23030'
- 'AT5G52400'
- 'AT5G01380'
- 'AT4G33905'
- 'AT2G18210'
- 'AT5G49520'
- 'AT5G43890'
- 'AT4G36500'
- 'AT1G76070'
- 'AT4G31800'
- 'AT3G28210'
- 'AT1G28370'
- 'AT2G26380'
- 'AT5G11670'
- 'AT1G63090'
- 'AT2G01300'
- 'AT1G76650'
- 'AT4G05010'
- 'AT1G20310'
- 'AT3G61190'
- 'AT2G44840'
- 'AT2G16900'
- 'AT2G32140'
- 'AT1G09932'
- 'AT1G75860'
- 'AT2G41010'
- 'AT1G15430'
- 'AT1G17380'
- 'AT1G56060'
- 'AT3G28600'
- 'AT2G36220'
- 'AT4G33985'
- 'AT1G20823'
- 'AT1G35210'
- 'AT4G27652'
- 'AT4G11280'
- 'AT3G50060'
- 'AT5G64310'
- 'AT4G13395'
- 'AT4G34150'
- 'AT2G06050'
- 'AT2G43120'
- 'AT3G28340'
- 'AT2G30020'
- 'AT4G24570'
- 'AT5G10695'
- 'AT4G37710'
- 'AT5G42650'
- 'AT2G46400'
- 'AT1G70130'
- 'AT3G29000'
- 'AT2G30040'
- 'AT2G22500'
- 'AT5G59550'
- 'AT2G27080'
- 'AT4G01360'
- 'AT4G29780'
- 'AT5G11650'
- 'AT4G34210'
- 'AT3G10930'
- 'AT1G09940'
- 'AT2G40140'
- 'AT1G61890'
- 'AT3G04640'
- 'AT2G22760'
- 'AT1G30135'
- 'AT1G74950'
- 'AT5G64870'
- 'AT5G11740'
- 'AT5G43620'
- 'AT4G24370'
- 'AT1G18300'
- 'AT3G06490'
- 'AT4G33930'
- 'AT1G79310'
- 'AT3G52800'
- 'AT5G04760'
- 'AT4G32020'
- 'AT4G35480'
- 'AT2G28500'
- 'AT1G17420'
- 'AT3G13600'
- 'AT5G46590'
- 'AT4G17615'
- 'AT1G61820'
- 'AT1G66500'
- 'AT5G13220'
- 'AT5G63790'
- 'AT1G72520'
- 'AT3G02840'
- 'AT4G27654'
- 'AT3G50930'
- 'AT5G42050'
- 'AT2G32200'
- 'AT3G43250'
- 'AT5G63160'
- 'AT2G16660'
- 'AT3G49530'
- 'AT5G01100'
- 'AT5G66070'
- 'AT5G44060'
- 'AT4G36900'
- 'AT4G12720'
- 'AT1G63840'
- 'AT3G17690'
- 'AT1G32928'
- 'AT2G46150'
- 'AT3G48450'
- 'AT3G49690'
- 'AT4G34410'
- 'AT5G48655'
- 'AT1G73540'
- 'AT1G13390'
- 'AT4G24160'
- 'AT2G38470'
- 'AT5G17350'
- 'AT5G64660'
- 'AT5G59230'
- 'AT1G19770'
- 'AT2G28650'
- 'AT1G64065'
- 'AT1G19780'
- 'AT4G08040'
- 'AT2G39650'
- 'AT5G35580'
- 'AT5G45110'
- 'AT4G33920'
- 'AT1G31290'
- 'AT1G08920'
- 'AT2G23810'
- 'AT1G03730'
- 'AT3G44860'
- 'AT5G24590'
- 'AT1G05100'
- 'AT5G24600'
- 'AT4G36710'
- 'AT3G55840'
- 'AT1G19380'
- 'AT1G50600'
- 'AT3G11170'
- 'AT4G17900'
- 'AT3G59350'
- 'AT5G19110'
- 'AT2G32130'
- 'AT5G03720'
- 'AT5G62360'
- 'AT5G05995'
- 'AT5G21960'
- 'AT3G59740'
- 'AT4G17230'
- 'AT3G46620'
- 'AT1G20510'
- 'AT3G57530'
- 'AT4G24110'
- 'AT5G67300'
- 'AT3G55430'
- 'AT5G58680'
- 'AT5G66650'
- 'AT3G62720'
- 'AT4G24390'
- 'AT1G44350'
- 'AT3G18690'
- 'AT5G46780'
- 'AT4G14680'
- 'AT5G05653'
- 'AT1G17750'
- 'AT4G22620'
- 'AT3G30580'
- 'AT5G07310'
- 'AT1G70750'
- 'AT2G20625'
- 'AT4G22780'
- 'AT3G53820'
- 'AT1G24530'
- 'AT2G05940'
- 'AT3G28180'
- 'AT1G76700'
- 'AT5G40390'
- $GEP_15
-
- 'AT2G36100'
- 'AT4G17215'
- 'AT5G42180'
- 'AT1G30750'
- 'AT2G32300'
- 'AT1G61590'
- 'AT3G11550'
- 'AT5G65530'
- 'AT2G40113'
- 'AT2G39430'
- 'AT1G71740'
- 'AT2G27370'
- 'AT3G24020'
- 'AT4G02090'
- 'AT2G34310'
- 'AT5G66390'
- 'AT2G30210'
- 'AT4G13580'
- 'AT2G47630'
- 'AT3G52790'
- 'AT3G55230'
- 'AT5G06200'
- 'AT1G03920'
- 'AT3G22620'
- 'AT1G44970'
- 'AT2G34590'
- 'AT4G21340'
- 'AT2G28671'
- 'AT5G36160'
- 'AT5G15290'
- 'AT5G42655'
- 'AT1G43020'
- 'AT4G38690'
- 'AT2G38400'
- 'AT3G09540'
- 'AT4G25680'
- 'AT3G56240'
- 'AT4G26140'
- 'AT5G23920'
- 'AT1G61240'
- 'AT4G05170'
- 'AT2G22620'
- 'AT4G02830'
- 'AT1G60690'
- 'AT4G13660'
- 'AT3G53260'
- 'AT2G40060'
- 'AT5G18680'
- 'AT1G49580'
- 'AT2G47810'
- 'AT1G07740'
- 'AT4G20140'
- 'AT5G40270'
- 'AT1G80820'
- 'AT5G19590'
- 'AT5G47530'
- 'AT2G21100'
- 'AT5G63590'
- 'AT1G72310'
- 'AT5G46800'
- 'AT3G20510'
- 'AT3G55390'
- 'AT4G09890'
- 'AT3G19450'
- 'AT2G15300'
- 'AT5G67340'
- 'AT3G52400'
- 'AT3G10910'
- 'AT1G08670'
- 'AT3G15518'
- 'AT4G19880'
- 'AT3G16340'
- 'AT1G17970'
- 'AT2G44480'
- 'AT4G25570'
- 'AT1G20380'
- 'AT1G08320'
- 'AT4G24130'
- 'AT3G06125'
- 'AT4G13100'
- 'AT2G33990'
- 'AT1G80640'
- 'AT5G55850'
- 'AT5G10520'
- 'AT5G58375'
- 'AT1G72430'
- 'AT5G61210'
- 'AT4G19720'
- 'AT5G44790'
- 'AT5G55130'
- 'AT2G36310'
- 'AT2G32800'
- 'AT4G19920'
- 'AT1G70340'
- 'AT5G38005'
- 'AT4G25660'
- 'AT5G19290'
- 'AT3G12020'
- 'AT1G13830'
- 'AT5G42030'
- 'AT5G54585'
- 'AT1G47760'
- 'AT2G20290'
- 'AT3G10640'
- 'AT1G50740'
- 'AT2G38800'
- 'AT3G56310'
- 'AT1G61795'
- 'AT1G79570'
- 'AT5G65020'
- 'AT5G43780'
- 'AT1G48520'
- 'AT3G46000'
- 'AT5G67370'
- 'AT1G73640'
- 'AT1G18490'
- 'AT4G35160'
- 'AT3G09270'
- 'AT5G44700'
- 'AT4G00940'
- 'AT3G27150'
- 'AT4G34220'
- 'AT1G43700'
- 'AT5G21090'
- 'AT3G61260'
- 'AT1G06550'
- 'AT1G72710'
- 'AT5G51680'
- 'AT4G05180'
- 'AT4G15330'
- 'AT3G27884'
- 'AT4G29220'
- 'AT5G17380'
- 'AT3G59880'
- 'AT5G53710'
- 'AT2G36060'
- 'AT1G74080'
- 'AT1G74470'
- 'AT5G16770'
- 'AT5G61340'
- 'AT5G10830'
- 'AT3G26030'
- 'AT1G49490'
- 'AT1G18890'
- 'AT1G28815'
- 'AT5G28646'
- 'AT1G42960'
- 'AT1G43010'
- 'AT5G59490'
- 'AT4G35790'
- 'AT4G08770'
- 'AT1G01120'
- 'AT1G36160'
- 'AT1G65720'
- 'AT5G66490'
- 'AT1G43140'
- 'AT5G43540'
- 'AT1G14380'
- 'AT4G17483'
- 'AT1G20090'
- 'AT1G32440'
- 'AT5G10280'
- 'AT5G58770'
- 'AT1G30520'
- 'AT1G70140'
- 'AT4G38340'
- 'AT1G47530'
- 'AT3G52230'
- 'AT1G04660'
- 'AT3G14440'
- 'AT4G30980'
- 'AT5G26310'
- 'AT2G42760'
- 'AT1G09430'
- 'AT4G11970'
- 'AT2G02360'
- 'AT1G77765'
- 'AT1G76250'
- 'AT1G52155'
- 'AT5G03240'
- 'AT4G25070'
- 'AT3G57880'
- 'AT1G35260'
- 'AT2G37950'
- 'AT5G04860'
- 'AT2G46920'
- 'AT4G33420'
- 'AT1G53210'
- 'AT1G14690'
- 'AT2G28210'
- 'AT1G03040'
- 'AT2G31730'
- 'AT4G09670'
- 'AT1G01480'
- 'AT4G01070'
- 'AT5G34940'
- 'AT1G13600'
- 'AT1G30640'
- 'AT4G33910'
- 'AT4G29260'
- $GEP_16
-
- 'AT3G16440'
- 'AT3G20160'
- 'AT1G47600'
- 'AT1G06090'
- 'AT3G06460'
- 'AT1G51470'
- 'AT3G49190'
- 'AT2G23410'
- 'AT3G03500'
- 'AT1G26820'
- 'AT1G55240'
- 'AT2G32610'
- 'AT4G13890'
- 'AT2G37540'
- 'AT1G06080'
- 'AT5G01220'
- 'AT5G23530'
- 'AT5G04200'
- 'AT3G48340'
- 'AT2G32620'
- 'AT1G08310'
- 'AT4G22640'
- 'AT1G74020'
- 'AT1G62935'
- 'AT2G14095'
- 'AT2G15830'
- 'AT1G03070'
- 'AT5G16230'
- 'AT5G15870'
- 'AT3G22740'
- 'AT5G44380'
- 'AT5G60530'
- 'AT2G38480'
- 'AT1G51260'
- 'AT5G57800'
- 'AT3G52820'
- 'AT4G30850'
- 'AT2G23400'
- 'AT3G05630'
- 'AT1G14240'
- 'AT2G43880'
- 'AT3G25950'
- 'AT1G66030'
- 'AT2G42170'
- 'AT4G30470'
- 'AT2G26670'
- 'AT1G17310'
- 'AT1G27110'
- 'AT5G51520'
- 'AT2G37700'
- 'AT1G79330'
- 'AT3G56060'
- 'AT4G00080'
- 'AT5G04970'
- 'AT2G23790'
- 'AT5G54870'
- 'AT1G15385'
- 'AT4G19030'
- 'AT1G74000'
- 'AT1G26720'
- 'AT3G49180'
- 'AT3G47400'
- 'AT3G45130'
- 'AT5G15940'
- 'AT4G15160'
- 'AT4G04460'
- 'AT1G52050'
- 'AT5G23220'
- 'AT5G57400'
- 'AT2G11810'
- 'AT5G18270'
- 'AT2G01275'
- 'AT1G17030'
- 'AT4G24310'
- 'AT3G53990'
- 'AT5G44610'
- 'AT1G52060'
- 'AT5G15860'
- 'AT1G33280'
- 'AT5G03510'
- 'AT2G29995'
- 'AT2G42890'
- 'AT3G06210'
- 'AT2G01340'
- 'AT3G11720'
- 'AT1G72590'
- 'AT1G34490'
- 'AT2G31130'
- 'AT2G34340'
- 'AT4G10350'
- 'AT3G09950'
- 'AT2G25215'
- 'AT1G15380'
- 'AT2G37530'
- 'AT1G09070'
- 'AT2G46950'
- 'AT2G31560'
- 'AT4G17830'
- 'AT1G62940'
- 'AT3G14560'
- 'AT2G40110'
- 'AT3G23050'
- 'AT3G02430'
- 'AT4G32440'
- 'AT5G38710'
- 'AT5G43590'
- 'AT3G14770'
- 'AT5G04250'
- 'AT3G56891'
- 'AT5G23210'
- 'AT3G01650'
- 'AT1G02860'
- 'AT1G77000'
- 'AT1G34500'
- 'AT2G46740'
- 'AT3G04720'
- 'AT3G04060'
- 'AT5G53380'
- 'AT2G31945'
- 'AT1G53700'
- 'AT3G48350'
- 'AT5G16840'
- 'AT5G19900'
- 'AT4G17790'
- 'AT5G64230'
- 'AT5G57685'
- 'AT1G79910'
- 'AT1G30700'
- 'AT1G12640'
- 'AT3G04330'
- 'AT3G13435'
- 'AT4G18980'
- 'AT2G15220'
- 'AT1G56630'
- 'AT1G67730'
- 'AT4G18910'
- 'AT1G48260'
- 'AT4G21980'
- 'AT5G66930'
- 'AT5G67140'
- 'AT4G39090'
- 'AT4G19035'
- 'AT5G53590'
- 'AT2G03980'
- 'AT4G02890'
- 'AT2G01890'
- 'AT1G57990'
- 'AT2G25460'
- 'AT1G17060'
- 'AT4G33180'
- 'AT5G16240'
- 'AT3G05640'
- 'AT4G26890'
- 'AT3G60130'
- 'AT1G77770'
- 'AT4G34135'
- 'AT1G51035'
- 'AT2G25940'
- 'AT5G01820'
- 'AT1G17620'
- 'AT4G30790'
- 'AT3G51090'
- 'AT1G23060'
- 'AT4G25700'
- 'AT2G30220'
- 'AT2G45400'
- 'AT1G80940'
- 'AT1G70430'
- 'AT5G51260'
- 'AT1G30730'
- 'AT2G27930'
- 'AT1G72790'
- 'AT2G43470'
- 'AT3G07020'
- 'AT3G17510'
- 'AT2G14920'
- 'AT2G30660'
- 'AT5G48560'
- 'AT5G08141'
- 'AT1G22930'
- 'AT5G50920'
- 'AT1G26920'
- 'AT5G04830'
- 'AT5G26340'
- 'AT4G10960'
- 'AT2G33710'
- 'AT3G48580'
- 'AT1G20180'
- 'AT5G24870'
- 'AT3G02410'
- 'AT3G11370'
- 'AT4G11820'
- 'AT5G24030'
- 'AT3G53480'
- 'AT4G03420'
- 'AT4G02160'
- 'ATMG01390'
- 'AT1G45145'
- 'AT1G11260'
- 'AT3G03650'
- $GEP_17
-
- 'AT2G47540'
- 'AT4G22217'
- 'AT1G53680'
- 'AT1G27140'
- 'AT3G16390'
- 'AT3G02230'
- 'AT1G23750'
- 'AT4G01480'
- 'AT5G11440'
- 'AT5G49270'
- 'AT2G04170'
- 'AT2G01540'
- 'AT1G58270'
- 'AT3G61560'
- 'AT2G45750'
- 'AT2G17720'
- 'AT5G13500'
- 'AT3G43960'
- 'AT1G53920'
- 'AT4G22214'
- 'AT3G05155'
- 'AT1G07795'
- 'AT2G47360'
- 'AT1G24620'
- 'AT4G37640'
- 'AT5G12050'
- 'AT5G14030'
- 'AT2G28440'
- 'AT3G03250'
- 'AT2G32380'
- 'AT5G39320'
- 'AT3G05920'
- 'AT4G27480'
- 'AT3G51160'
- 'AT1G24735'
- 'AT3G23190'
- 'AT1G27740'
- 'AT1G66270'
- 'AT3G06300'
- 'AT5G15650'
- 'AT2G18980'
- 'AT5G40510'
- 'AT1G03550'
- 'AT3G27300'
- 'AT3G53370'
- 'AT5G44020'
- 'AT1G35720'
- 'AT1G63450'
- 'AT4G18070'
- 'AT3G20370'
- 'AT5G46230'
- 'AT3G01720'
- 'AT1G63220'
- 'AT5G13990'
- 'AT1G33090'
- 'AT2G47650'
- 'AT5G15890'
- 'AT2G34940'
- 'AT4G18810'
- 'AT3G09330'
- 'AT1G56550'
- 'AT3G21180'
- 'AT3G07680'
- 'AT3G46490'
- 'AT3G10920'
- 'AT3G24670'
- 'AT5G50460'
- 'AT1G65610'
- 'AT2G35610'
- 'AT3G08580'
- 'AT4G09100'
- 'AT1G20050'
- 'AT2G25520'
- 'AT1G05320'
- 'AT1G22500'
- 'AT3G56000'
- 'AT1G74210'
- 'AT5G16910'
- 'AT3G57360'
- 'AT2G03440'
- 'AT2G37330'
- 'AT3G46270'
- 'AT4G36880'
- 'AT5G37780'
- 'AT2G25260'
- 'AT5G62310'
- 'AT3G50130'
- 'AT1G04030'
- 'AT3G50140'
- 'AT1G70770'
- 'AT5G16510'
- 'AT4G26830'
- 'AT2G28960'
- 'AT1G21750'
- 'AT5G11190'
- 'AT5G39950'
- 'AT5G14150'
- 'AT3G18060'
- 'AT2G34250'
- 'AT3G11320'
- 'AT2G18450'
- 'AT1G61770'
- 'AT3G48570'
- 'AT5G60800'
- 'AT3G62120'
- 'AT3G61270'
- 'AT4G29480'
- 'AT2G22970'
- 'AT1G21900'
- 'AT2G45070'
- 'AT2G43350'
- 'AT5G49870'
- 'AT2G48080'
- 'AT3G54960'
- 'AT4G24920'
- 'AT4G04875'
- 'AT1G66470'
- 'AT5G04430'
- 'AT3G52760'
- 'AT1G67328'
- 'AT1G27350'
- 'AT4G09500'
- 'AT5G42020'
- 'AT1G07890'
- 'AT4G16920'
- 'AT3G56090'
- 'AT5G03080'
- 'AT4G00585'
- 'AT3G01130'
- 'AT3G03050'
- 'AT2G02480'
- 'AT5G24980'
- 'AT1G71780'
- 'AT1G22520'
- 'AT2G47690'
- 'AT4G27270'
- 'AT3G03290'
- 'AT1G14010'
- 'AT5G02350'
- 'AT2G31680'
- 'AT3G60440'
- 'AT1G13510'
- 'AT4G00460'
- 'AT1G63460'
- 'AT3G09710'
- 'AT2G15390'
- 'AT3G09735'
- 'AT3G10470'
- 'AT5G44820'
- 'AT2G23960'
- 'AT1G26640'
- 'AT5G56950'
- 'AT3G50150'
- 'AT2G07310'
- 'AT1G27310'
- 'AT2G29740'
- 'AT5G08160'
- 'AT1G55430'
- 'AT5G67450'
- 'AT1G05205'
- 'AT2G44620'
- 'AT3G59360'
- 'AT2G38152'
- 'AT5G21080'
- 'AT3G62790'
- 'AT2G14100'
- 'AT5G43400'
- 'AT5G35700'
- 'AT4G05330'
- 'AT1G79340'
- 'AT1G64850'
- 'AT1G16890'
- 'AT5G51840'
- 'AT1G61840'
- 'AT4G02080'
- 'AT5G11280'
- 'AT5G10960'
- 'AT4G39160'
- 'AT3G59830'
- 'AT3G16690'
- 'AT1G18150'
- 'AT5G53510'
- 'AT5G51060'
- 'AT2G05160'
- 'AT5G55960'
- 'AT4G03490'
- 'AT3G62600'
- 'AT1G22450'
- 'AT1G22300'
- 'AT1G56530'
- 'AT1G49140'
- 'AT5G08690'
- 'AT4G18460'
- 'AT2G18840'
- 'AT1G09270'
- 'AT1G20770'
- 'AT1G29395'
- 'AT5G58560'
- 'AT4G21720'
- 'AT1G53340'
- $GEP_18
-
- 'AT2G04025'
- 'AT4G34970'
- 'AT1G04610'
- 'AT5G57420'
- 'AT1G18265'
- 'AT2G28900'
- 'AT1G13620'
- 'AT3G60650'
- 'AT1G18250'
- 'AT5G09960'
- 'AT1G72490'
- 'AT3G20840'
- 'AT2G28790'
- 'AT1G17400'
- 'AT1G32900'
- 'AT4G38410'
- 'AT2G01420'
- 'AT2G21050'
- 'AT2G39700'
- 'AT3G51750'
- 'AT2G46990'
- 'AT2G03830'
- 'AT3G53040'
- 'AT4G35720'
- 'AT1G78520'
- 'AT5G39820'
- 'AT1G56680'
- 'AT3G02245'
- 'AT5G59790'
- 'AT1G75580'
- 'AT3G20880'
- 'AT5G51550'
- 'AT2G05330'
- 'AT3G55550'
- 'AT3G10780'
- 'AT1G26870'
- 'AT5G58580'
- 'AT2G38230'
- 'AT1G19115'
- 'AT4G14690'
- 'AT3G60900'
- 'AT2G23050'
- 'AT4G15248'
- 'AT3G57670'
- 'AT4G37940'
- 'AT2G46850'
- 'AT1G49475'
- 'AT1G26680'
- 'AT3G23570'
- 'AT5G02380'
- 'AT1G51220'
- 'AT5G60810'
- 'AT2G18230'
- 'AT4G09940'
- 'AT4G24710'
- 'AT1G06980'
- 'AT4G23060'
- 'AT4G27520'
- 'AT1G47270'
- 'AT5G17430'
- 'AT4G33800'
- 'AT1G53070'
- 'AT1G10760'
- 'AT3G27415'
- 'AT5G07550'
- 'AT1G10530'
- 'AT1G09570'
- 'AT5G17520'
- 'AT1G12860'
- 'AT2G25130'
- 'AT3G01690'
- 'AT3G48670'
- 'AT3G62320'
- 'AT1G51190'
- 'AT1G53860'
- 'AT2G45740'
- 'AT3G63450'
- 'AT4G22250'
- 'AT3G18230'
- 'AT1G49390'
- 'AT4G36930'
- 'AT3G55760'
- 'AT1G35230'
- 'AT3G30350'
- 'AT5G26670'
- 'AT3G02210'
- 'AT4G36240'
- 'AT4G09020'
- 'AT3G52440'
- 'AT4G16780'
- 'AT5G63530'
- 'AT4G39950'
- 'AT3G17840'
- 'AT5G17810'
- 'AT4G00490'
- 'AT1G29980'
- 'AT5G48130'
- 'AT1G32190'
- 'AT3G10940'
- 'AT3G47800'
- 'AT1G72180'
- 'AT1G49110'
- 'AT1G28190'
- 'AT5G19160'
- 'AT1G74440'
- 'AT4G15910'
- 'AT1G73500'
- 'AT1G56280'
- 'AT5G64080'
- 'AT1G75710'
- 'AT5G50740'
- 'AT3G19500'
- 'AT2G35950'
- 'AT1G69526'
- 'AT4G03965'
- 'AT4G00750'
- 'AT1G01570'
- 'AT2G41650'
- 'AT3G16770'
- 'AT1G72100'
- 'AT1G18740'
- 'AT5G48650'
- 'AT5G01670'
- 'AT4G29690'
- 'AT5G52470'
- 'AT4G24660'
- 'AT3G09830'
- 'AT1G06990'
- 'AT1G33790'
- 'AT4G08950'
- 'AT3G03660'
- 'AT5G27200'
- 'AT1G79580'
- 'AT1G54385'
- 'AT2G29980'
- 'AT1G14720'
- 'AT4G26760'
- 'AT4G28170'
- 'AT3G60640'
- 'AT2G28870'
- 'AT1G13530'
- 'AT3G50070'
- 'AT1G49620'
- 'AT3G42670'
- 'AT2G21060'
- 'AT4G36950'
- 'AT4G28720'
- 'AT4G13690'
- 'AT1G08350'
- 'AT2G12646'
- 'AT2G39220'
- 'AT4G31500'
- 'AT2G37600'
- 'AT4G33145'
- 'AT1G70480'
- 'AT2G04805'
- 'AT1G11670'
- 'AT3G57160'
- 'AT3G01860'
- 'AT5G48360'
- 'AT3G60690'
- 'AT5G17170'
- 'AT5G19520'
- 'AT1G06040'
- 'AT2G02760'
- 'AT3G60670'
- 'AT2G34020'
- 'AT3G12320'
- 'AT1G15330'
- 'AT2G44290'
- 'AT1G53887'
- 'AT4G08465'
- 'AT3G48660'
- 'AT5G01075'
- 'AT1G12130'
- 'AT4G30340'
- 'AT5G67200'
- 'AT1G18650'
- 'AT1G68560'
- 'AT3G23280'
- 'AT5G22520'
- 'AT2G45340'
- 'AT4G32890'
- 'AT4G18335'
- 'AT4G16140'
- 'AT4G00238'
- 'AT5G54470'
- 'AT1G14410'
- 'AT1G13280'
- 'AT3G62100'
- 'AT2G30500'
- 'AT2G47260'
- 'AT4G11350'
- 'AT4G26700'
- 'AT3G05130'
- 'AT4G25240'
- 'AT4G36830'
- 'AT1G74560'
- 'AT5G02065'
- 'AT3G53190'
- $GEP_19
-
- 'AT1G54575'
- 'AT5G04080'
- 'AT5G43380'
- 'AT5G63850'
- 'AT5G27690'
- 'AT5G02600'
- 'AT5G50720'
- 'AT3G04300'
- 'AT2G16740'
- 'AT1G62380'
- 'AT3G15650'
- 'AT2G36650'
- 'AT5G53120'
- 'AT5G65280'
- 'AT4G14020'
- 'AT5G66440'
- 'AT4G19840'
- 'AT2G38640'
- 'AT3G15353'
- 'AT5G42146'
- 'AT1G10380'
- 'AT2G15310'
- 'AT1G31812'
- 'AT1G22710'
- 'AT5G57350'
- 'AT5G17650'
- 'AT5G42980'
- 'AT5G62680'
- 'AT4G02810'
- 'AT2G27550'
- 'AT5G22090'
- 'AT2G45760'
- 'AT1G73630'
- 'AT4G36410'
- 'AT3G12730'
- 'AT5G48960'
- 'AT5G10625'
- 'AT5G49320'
- 'AT4G39700'
- 'AT2G18196'
- 'AT1G76130'
- 'AT5G58690'
- 'AT1G62570'
- 'AT1G59730'
- 'AT3G21600'
- 'AT1G54410'
- 'AT5G17450'
- 'AT1G69410'
- 'AT1G27530'
- 'AT1G33080'
- 'AT5G64240'
- 'AT5G41380'
- 'AT5G12140'
- 'AT5G52120'
- 'AT1G78580'
- 'AT1G07640'
- 'AT4G27450'
- 'AT5G57190'
- 'AT4G36740'
- 'AT1G80120'
- 'AT1G12140'
- 'AT2G48090'
- 'AT2G08610'
- 'AT5G20830'
- 'AT3G25570'
- 'AT5G63990'
- 'AT5G09220'
- 'AT1G12010'
- 'AT4G20240'
- 'AT4G15660'
- 'AT4G01600'
- 'AT3G21510'
- 'AT4G26840'
- 'AT4G15670'
- 'AT2G47710'
- 'AT3G51680'
- 'AT3G06962'
- 'AT3G22961'
- 'AT3G03341'
- 'AT5G04370'
- 'AT1G78320'
- 'AT1G75820'
- 'AT1G07397'
- 'AT5G06850'
- 'AT5G14070'
- 'AT4G31380'
- 'AT4G15680'
- 'AT1G07407'
- 'AT3G08115'
- 'AT3G03495'
- 'AT1G02705'
- 'AT1G31770'
- 'AT2G02000'
- 'AT2G32990'
- 'AT2G36330'
- 'AT5G63710'
- 'AT5G53850'
- 'AT4G37180'
- 'AT2G25680'
- 'AT4G27960'
- 'AT4G22340'
- 'AT3G60720'
- 'AT4G10120'
- 'AT1G52700'
- 'AT1G44100'
- 'AT1G21140'
- 'AT1G71040'
- 'AT1G80760'
- 'AT5G49660'
- 'AT3G59930'
- 'AT3G19550'
- 'AT3G16360'
- 'AT1G71870'
- 'AT3G49620'
- 'AT5G26620'
- 'AT1G11450'
- 'AT1G63820'
- 'AT2G42910'
- 'AT5G59080'
- 'AT5G41663'
- 'AT2G34690'
- 'AT2G18960'
- 'AT5G01370'
- 'AT2G24940'
- 'AT5G54130'
- 'AT1G10900'
- 'AT3G48940'
- 'AT3G03505'
- 'AT2G05760'
- 'AT4G00670'
- 'AT3G22850'
- 'AT1G22050'
- 'AT4G19450'
- 'AT4G15990'
- 'AT1G77380'
- 'AT5G21482'
- 'AT4G16480'
- 'AT1G55740'
- 'AT3G63200'
- 'AT1G33340'
- 'AT1G23730'
- 'AT1G08237'
- 'AT5G14500'
- 'AT3G15510'
- 'AT4G35040'
- 'AT4G14710'
- 'AT3G15300'
- 'AT2G23150'
- 'AT1G27610'
- 'AT3G23820'
- 'AT3G62070'
- 'AT5G64560'
- 'AT3G58180'
- 'AT1G27970'
- 'AT3G43790'
- 'AT5G07605'
- 'AT1G64370'
- 'AT1G23380'
- 'AT1G29850'
- 'AT2G36660'
- 'AT5G50800'
- 'AT1G48325'
- 'AT2G25950'
- 'AT2G20635'
- 'AT1G75210'
- 'AT4G19830'
- 'AT5G56150'
- 'AT1G35830'
- 'AT5G35680'
- 'AT2G47870'
- 'AT5G63700'
- 'AT3G23210'
- 'AT3G63110'
- 'AT3G14385'
- 'AT2G08815'
- 'AT1G11080'
- 'AT2G35612'
- 'AT5G63905'
- 'AT1G70510'
- 'AT4G33130'
- 'AT4G35300'
- 'AT1G24575'
- 'AT3G62960'
- 'AT3G56760'
- 'AT4G14830'
- 'AT2G31960'
- 'AT2G05970'
- 'AT2G22480'
- 'AT4G19850'
- 'AT4G18440'
- 'AT4G13480'
- 'AT4G15690'
- 'AT5G65274'
- 'AT5G07180'
- 'AT2G27150'
- 'AT5G40960'
- 'AT4G25010'
- 'AT1G09717'
- 'AT1G10155'
- 'AT5G59340'
- $GEP_2
-
- 'AT2G19730'
- 'AT5G02960'
- 'AT3G62870'
- 'AT5G15200'
- 'AT4G16720'
- 'AT3G09200'
- 'AT2G32060'
- 'AT3G07110'
- 'AT5G27850'
- 'AT4G18730'
- 'AT1G02780'
- 'AT4G27090'
- 'AT5G16130'
- 'AT5G20290'
- 'AT2G39460'
- 'AT2G01250'
- 'AT2G18020'
- 'AT5G23740'
- 'AT1G77940'
- 'AT4G17390'
- 'AT1G27400'
- 'AT1G15930'
- 'AT3G55750'
- 'AT1G08360'
- 'AT2G34480'
- 'AT3G56340'
- 'AT3G53740'
- 'AT3G60245'
- 'AT3G62250'
- 'AT5G39740'
- 'AT2G27530'
- 'AT5G61170'
- 'AT1G14320'
- 'AT3G16080'
- 'AT2G21580'
- 'AT1G22780'
- 'AT2G36160'
- 'AT3G09500'
- 'AT1G48630'
- 'AT2G37270'
- 'AT5G47700'
- 'AT5G56710'
- 'AT2G36620'
- 'AT5G47930'
- 'AT1G09690'
- 'AT1G34030'
- 'AT5G18380'
- 'AT1G70600'
- 'AT5G04800'
- 'AT5G45775'
- 'AT3G60770'
- 'AT3G02560'
- 'AT3G28900'
- 'AT3G59540'
- 'AT5G27700'
- 'AT1G72370'
- 'AT5G41520'
- 'AT3G22230'
- 'AT3G47370'
- 'AT5G60670'
- 'AT3G25520'
- 'AT3G04840'
- 'AT5G58420'
- 'AT4G39200'
- 'AT5G28060'
- 'AT2G43460'
- 'AT4G00100'
- 'AT4G25740'
- 'AT1G57660'
- 'AT3G23390'
- 'AT4G10450'
- 'AT3G52590'
- 'AT1G33120'
- 'AT4G31700'
- 'AT3G04400'
- 'AT5G52650'
- 'AT1G43170'
- 'AT4G18100'
- 'AT4G12600'
- 'AT3G45030'
- 'AT2G44120'
- 'AT1G69620'
- 'AT3G53020'
- 'AT3G11510'
- 'AT1G04480'
- 'AT2G37190'
- 'AT1G33140'
- 'AT5G22440'
- 'AT3G05560'
- 'AT4G36130'
- 'AT3G18740'
- 'AT4G00810'
- 'AT3G55280'
- 'AT5G64140'
- 'AT2G47610'
- 'AT3G06700'
- 'AT4G15000'
- 'AT1G09590'
- 'AT5G57290'
- 'AT5G59850'
- 'AT2G33370'
- 'AT2G36170'
- 'AT3G11940'
- 'AT5G02610'
- 'AT2G41840'
- 'AT3G05590'
- 'AT3G61110'
- 'AT5G27770'
- 'AT1G04270'
- 'AT5G09510'
- 'AT5G03850'
- 'AT1G67430'
- 'AT3G02080'
- 'AT2G19750'
- 'AT2G25210'
- 'AT1G41880'
- 'AT3G48930'
- 'AT2G05220'
- 'AT5G19510'
- 'AT2G31610'
- 'AT3G24830'
- 'AT1G01100'
- 'AT5G60390'
- 'AT1G17880'
- 'AT5G56670'
- 'AT2G09990'
- 'AT2G19740'
- 'AT5G62300'
- 'AT2G40510'
- 'AT5G02450'
- 'AT2G39390'
- 'AT4G14320'
- 'AT3G14600'
- 'AT1G30230'
- 'AT1G52300'
- 'AT1G57860'
- 'AT1G73230'
- 'AT4G34670'
- 'AT5G23900'
- 'AT3G04920'
- 'AT2G47110'
- 'AT1G26880'
- 'AT3G18130'
- 'AT5G07090'
- 'AT2G17360'
- 'AT3G06680'
- 'AT4G26230'
- 'AT5G10360'
- 'AT4G33865'
- 'AT4G29410'
- 'AT5G08180'
- 'AT3G46560'
- 'AT4G10480'
- 'AT3G53870'
- 'AT3G53430'
- 'AT1G14980'
- 'AT2G27720'
- 'AT5G67510'
- 'AT2G27710'
- 'AT4G09800'
- 'AT2G40590'
- 'AT5G35530'
- 'AT3G49910'
- 'AT2G20450'
- 'AT1G49410'
- 'AT1G74270'
- 'AT3G58700'
- 'AT1G29250'
- 'AT5G22650'
- 'AT3G49010'
- 'AT4G25630'
- 'AT3G53890'
- 'AT1G58380'
- 'AT3G23830'
- 'AT4G31985'
- 'AT3G03920'
- 'AT3G44010'
- 'AT5G48760'
- 'AT1G18080'
- 'AT2G20490'
- 'AT2G04390'
- 'AT5G47210'
- 'AT2G29530'
- 'AT3G15357'
- 'AT3G56070'
- 'AT1G25260'
- 'AT3G62530'
- 'AT1G48830'
- 'AT4G13170'
- 'AT1G74060'
- 'AT2G46280'
- 'AT1G74050'
- 'AT4G29390'
- 'AT2G40205'
- 'AT2G44860'
- 'AT2G16600'
- 'AT3G46040'
- 'AT4G13850'
- 'AT5G02870'
- 'AT3G10090'
- $GEP_20
-
- 'AT4G40090'
- 'AT4G02270'
- 'AT1G62980'
- 'AT4G25820'
- 'AT2G03720'
- 'AT4G00680'
- 'AT5G67400'
- 'AT4G30320'
- 'AT3G60280'
- 'AT4G25790'
- 'AT5G23030'
- 'AT5G05500'
- 'AT5G22410'
- 'AT5G46870'
- 'AT5G57625'
- 'AT1G06923'
- 'AT4G22080'
- 'AT1G54970'
- 'AT5G24313'
- 'AT3G09925'
- 'AT5G19800'
- 'AT5G19790'
- 'AT5G14330'
- 'AT3G54590'
- 'AT5G63270'
- 'AT1G02570'
- 'AT5G04960'
- 'AT1G30870'
- 'AT5G40860'
- 'AT5G06630'
- 'AT2G20520'
- 'AT1G48930'
- 'AT5G35190'
- 'AT3G05490'
- 'AT3G10710'
- 'AT5G42510'
- 'AT1G31885'
- 'AT4G33730'
- 'AT4G08400'
- 'AT2G22290'
- 'AT1G12560'
- 'AT2G25240'
- 'AT4G25190'
- 'AT5G06640'
- 'AT5G15600'
- 'AT3G54580'
- 'AT3G62680'
- 'AT5G24880'
- 'AT1G73580'
- 'AT1G12040'
- 'AT3G07070'
- 'AT4G34580'
- 'AT1G34760'
- 'AT5G57530'
- 'AT1G16440'
- 'AT4G08410'
- 'AT5G58010'
- 'AT2G24980'
- 'AT4G18430'
- 'AT3G15700'
- 'AT4G13390'
- 'AT5G07450'
- 'AT3G01730'
- 'AT2G21880'
- 'AT2G47530'
- 'AT4G04900'
- 'AT4G03330'
- 'AT3G60330'
- 'AT3G07880'
- 'AT1G60050'
- 'AT3G49960'
- 'AT1G55290'
- 'AT2G41110'
- 'AT5G26080'
- 'AT5G57540'
- 'AT1G01453'
- 'AT3G54040'
- 'AT2G41970'
- 'AT5G06990'
- 'AT3G07490'
- 'AT1G30990'
- 'AT5G43230'
- 'AT3G12540'
- 'AT1G05990'
- 'AT4G30670'
- 'AT1G56220'
- 'AT3G52460'
- 'AT5G17390'
- 'AT4G20190'
- 'AT4G34930'
- 'AT1G05810'
- 'AT4G29180'
- 'AT4G33880'
- 'AT2G33460'
- 'AT4G28850'
- 'AT1G35670'
- 'AT1G61950'
- 'AT2G39518'
- 'AT4G39890'
- 'AT1G54940'
- 'AT5G01610'
- 'AT1G30850'
- 'AT2G44110'
- 'AT1G25240'
- 'AT4G01110'
- 'AT1G01750'
- 'AT3G58000'
- 'AT2G45890'
- 'AT3G13782'
- 'AT1G55640'
- 'AT4G19680'
- 'AT1G26360'
- 'AT5G05840'
- 'AT2G26410'
- 'AT1G59725'
- 'AT1G70460'
- 'AT5G18910'
- 'AT5G61550'
- 'AT4G24026'
- 'AT4G33020'
- 'AT2G46170'
- 'AT3G54870'
- 'AT4G25220'
- 'AT5G56170'
- 'AT4G02390'
- 'AT2G31350'
- 'AT4G30560'
- 'AT1G05240'
- 'AT4G29800'
- 'AT5G65160'
- 'AT1G73860'
- 'AT5G19560'
- 'AT5G54790'
- 'AT1G11655'
- 'AT1G34510'
- 'AT1G47740'
- 'AT2G39690'
- 'AT5G61350'
- 'AT1G69240'
- 'AT1G52660'
- 'AT4G18940'
- 'AT3G23600'
- 'AT2G38500'
- 'AT2G19760'
- 'AT1G01660'
- 'AT1G79320'
- 'AT4G40010'
- 'AT1G02380'
- 'AT2G29620'
- 'AT1G04280'
- 'AT4G34380'
- 'AT4G31250'
- 'AT2G37820'
- 'AT5G05370'
- 'AT4G08620'
- 'AT5G51270'
- 'AT5G21130'
- 'AT4G07960'
- 'AT2G34910'
- 'AT5G24310'
- 'AT3G20557'
- 'AT1G75160'
- 'AT4G09570'
- 'AT1G14170'
- 'AT3G17600'
- 'AT1G13950'
- 'AT2G17130'
- 'AT5G61640'
- 'AT1G55020'
- 'AT2G21030'
- 'AT2G20030'
- 'AT2G39900'
- 'AT3G59340'
- 'AT5G58360'
- 'AT3G47740'
- 'AT5G65090'
- 'AT4G38390'
- 'AT5G03640'
- 'AT1G79970'
- 'AT5G07470'
- 'AT3G56500'
- 'AT4G02620'
- 'AT5G55400'
- 'AT2G46860'
- 'AT1G09740'
- 'AT4G27320'
- 'AT1G33700'
- 'AT4G25434'
- 'AT2G44390'
- 'AT1G01780'
- 'AT2G38100'
- 'AT1G79860'
- 'AT4G11150'
- 'AT5G01280'
- 'AT3G46760'
- 'AT4G16350'
- 'AT4G26770'
- 'AT4G00130'
- 'AT4G33360'
- 'AT5G41730'
- $GEP_21
-
- 'AT5G12020'
- 'AT5G12030'
- 'AT1G54050'
- 'AT2G29500'
- 'AT1G53540'
- 'AT4G25200'
- 'AT1G07400'
- 'AT2G26150'
- 'AT3G24500'
- 'AT1G16030'
- 'AT5G52640'
- 'AT2G32120'
- 'AT3G16050'
- 'AT3G46230'
- 'AT1G14200'
- 'AT1G30070'
- 'AT2G20560'
- 'AT3G10020'
- 'AT3G09350'
- 'AT4G12400'
- 'AT1G52560'
- 'AT2G47180'
- 'AT1G74310'
- 'AT3G12580'
- 'AT2G46240'
- 'AT1G59860'
- 'AT5G25450'
- 'AT5G51440'
- 'AT3G07090'
- 'AT1G72416'
- 'AT5G35320'
- 'AT4G27670'
- 'AT4G10250'
- 'AT5G59720'
- 'AT5G48570'
- 'AT1G71000'
- 'AT4G21320'
- 'AT3G51910'
- 'AT2G19310'
- 'AT4G25380'
- 'AT5G62020'
- 'AT5G37670'
- 'AT1G67360'
- 'AT5G47830'
- 'AT1G66080'
- 'AT4G27657'
- 'AT3G44110'
- 'AT3G25230'
- 'AT3G14200'
- 'AT5G54165'
- 'AT5G58070'
- 'AT1G55530'
- 'AT3G12050'
- 'AT5G07330'
- 'AT1G26800'
- 'AT4G23493'
- 'AT5G15450'
- 'AT1G67365'
- 'AT1G59865'
- 'AT5G54940'
- 'AT4G15420'
- 'AT1G27730'
- 'AT4G23570'
- 'AT5G64510'
- 'AT5G05410'
- 'AT1G74500'
- 'AT5G13200'
- 'AT2G27580'
- 'AT5G56030'
- 'AT3G49570'
- 'AT3G08970'
- 'AT1G12060'
- 'AT4G09150'
- 'AT3G13580'
- 'AT5G65207'
- 'AT1G52740'
- 'AT2G01150'
- 'AT5G09590'
- 'AT2G26140'
- 'AT3G63350'
- 'AT3G17611'
- 'AT5G15950'
- 'AT5G56010'
- 'AT2G14878'
- 'AT4G32480'
- 'AT2G47730'
- 'AT1G56600'
- 'AT1G29640'
- 'AT1G73740'
- 'AT1G07350'
- 'AT1G69760'
- 'AT3G15210'
- 'AT5G22060'
- 'AT4G06170'
- 'AT2G24100'
- 'AT1G02000'
- 'AT1G07187'
- 'AT5G39850'
- 'AT5G61330'
- 'AT5G60680'
- 'AT1G08650'
- 'AT3G62260'
- 'AT1G18330'
- 'AT2G36930'
- 'AT1G55300'
- 'AT2G41160'
- 'AT5G05220'
- 'AT5G37260'
- 'AT2G25140'
- 'AT1G11270'
- 'AT2G38340'
- 'AT1G17147'
- 'AT2G13360'
- 'AT4G29070'
- 'AT1G64200'
- 'AT1G66510'
- 'AT1G70700'
- 'AT5G66170'
- 'AT5G53400'
- 'AT1G53180'
- 'AT2G22240'
- 'AT5G03560'
- 'AT5G53680'
- 'AT3G15500'
- 'AT1G05575'
- 'AT2G34880'
- 'AT3G04710'
- 'AT4G23515'
- 'AT4G10040'
- 'AT5G24660'
- 'AT5G02500'
- 'AT5G57100'
- 'AT1G59590'
- 'AT1G78080'
- 'AT5G62520'
- 'AT5G63130'
- 'AT1G17530'
- 'AT5G48100'
- 'AT5G62190'
- 'AT3G05695'
- 'AT2G36460'
- 'AT4G28703'
- 'AT5G49910'
- 'AT3G16040'
- 'AT2G01390'
- 'AT1G07770'
- 'AT4G25130'
- 'AT4G11660'
- 'AT3G62290'
- 'AT2G13960'
- 'AT3G23170'
- 'AT5G66090'
- 'AT4G29930'
- 'AT5G18610'
- 'AT5G57123'
- 'AT1G02090'
- 'AT5G21020'
- 'AT4G25490'
- 'AT5G37340'
- 'AT1G74300'
- 'AT1G73310'
- 'AT4G30390'
- 'AT2G04520'
- 'AT5G63195'
- 'AT1G78310'
- 'AT1G07410'
- 'AT3G15240'
- 'AT4G11220'
- 'AT3G13470'
- 'AT5G17300'
- 'AT4G10240'
- 'AT1G28200'
- 'AT4G29330'
- 'AT5G52020'
- 'AT3G09390'
- 'AT5G42570'
- 'AT1G16040'
- 'AT5G01140'
- 'AT5G09980'
- 'AT4G02425'
- 'AT1G19210'
- 'AT2G43630'
- 'AT1G01940'
- 'AT5G58787'
- 'AT3G15340'
- 'AT5G46170'
- 'AT5G64170'
- 'AT5G10890'
- 'AT5G55970'
- 'AT4G28480'
- 'AT1G68140'
- 'AT5G06290'
- 'AT4G15410'
- 'AT3G48070'
- 'AT1G44414'
- 'AT3G53830'
- 'AT1G05085'
- 'AT5G47120'
- 'AT4G08230'
- 'AT2G01008'
- $GEP_22
-
- 'AT5G02640'
- 'AT5G50950'
- 'AT1G55210'
- 'AT1G68810'
- 'AT3G21270'
- 'AT4G36160'
- 'AT4G23690'
- 'AT3G10080'
- 'AT1G03820'
- 'AT2G47670'
- 'AT1G79620'
- 'AT3G08490'
- 'AT5G08370'
- 'AT2G31110'
- 'AT1G62981'
- 'AT5G60650'
- 'AT5G06670'
- 'AT1G08283'
- 'AT1G01900'
- 'AT1G27380'
- 'AT3G51030'
- 'AT5G60490'
- 'AT3G29360'
- 'AT5G02010'
- 'AT5G66300'
- 'AT5G64530'
- 'AT4G14940'
- 'AT2G28410'
- 'AT5G53730'
- 'AT5G35960'
- 'AT4G32280'
- 'AT4G18640'
- 'AT4G28140'
- 'AT5G23860'
- 'AT2G18060'
- 'AT4G37450'
- 'AT4G08685'
- 'AT5G57670'
- 'AT5G01070'
- 'AT5G01360'
- 'AT3G44220'
- 'AT3G17660'
- 'AT3G05880'
- 'AT4G15802'
- 'AT3G18280'
- 'AT5G62770'
- 'AT5G48500'
- 'AT1G70490'
- 'AT1G67510'
- 'AT2G46300'
- 'AT5G24510'
- 'AT1G29050'
- 'AT5G64690'
- 'AT5G54500'
- 'AT5G64030'
- 'AT2G22670'
- 'AT3G05180'
- 'AT4G29110'
- 'AT1G63520'
- 'AT3G19260'
- 'AT1G68200'
- 'AT3G25710'
- 'AT1G14190'
- 'AT4G30020'
- 'AT5G07800'
- 'AT3G55890'
- 'AT5G25840'
- 'AT3G16490'
- 'AT3G44730'
- 'AT3G05910'
- 'AT4G32950'
- 'AT1G52830'
- 'AT3G51670'
- 'AT4G32880'
- 'AT2G19780'
- 'AT2G21300'
- 'AT1G09210'
- 'AT3G16570'
- 'AT5G61480'
- 'AT1G07380'
- 'AT4G36540'
- 'AT5G48740'
- 'AT3G11490'
- 'AT3G22830'
- 'AT4G06195'
- 'AT5G35670'
- 'AT2G46710'
- 'AT5G53830'
- 'AT1G12420'
- 'AT3G15540'
- 'AT4G14960'
- 'AT1G26570'
- 'AT3G23805'
- 'AT2G37300'
- 'AT3G19150'
- 'AT3G53950'
- 'AT1G53170'
- 'AT1G14440'
- 'AT5G45020'
- 'AT2G36870'
- 'AT2G37210'
- 'AT2G47470'
- 'AT5G43700'
- 'AT5G12250'
- 'AT5G06710'
- 'AT1G73760'
- 'AT1G52855'
- 'AT2G31360'
- 'AT1G03010'
- 'AT3G55910'
- 'AT1G03900'
- 'AT1G23190'
- 'AT2G33385'
- 'AT3G55690'
- 'AT4G34950'
- 'AT1G75020'
- 'AT2G35110'
- 'AT5G22740'
- 'AT5G20900'
- 'AT5G62700'
- 'AT3G29770'
- 'AT5G57270'
- 'AT5G07030'
- 'AT5G56540'
- 'AT1G71860'
- 'AT1G49880'
- 'AT5G37310'
- 'AT2G25190'
- 'AT1G20030'
- 'AT5G36290'
- 'AT2G28200'
- 'AT4G02100'
- 'AT2G04845'
- 'AT5G57410'
- 'AT5G38480'
- 'AT5G62380'
- 'AT3G19380'
- 'AT4G12980'
- 'AT5G66920'
- 'AT2G27130'
- 'AT5G26667'
- 'AT4G08520'
- 'AT3G51810'
- 'AT5G18410'
- 'AT2G44770'
- 'AT2G44680'
- 'AT1G78290'
- 'AT1G52150'
- 'AT4G16610'
- 'AT1G08767'
- 'AT5G45940'
- 'AT5G17190'
- 'AT5G01890'
- 'AT3G27820'
- 'AT3G47290'
- 'AT5G23400'
- 'AT2G47320'
- 'AT1G26850'
- 'AT2G05320'
- 'AT1G30630'
- 'AT3G56270'
- 'AT3G53010'
- 'AT4G34420'
- 'AT5G62320'
- 'AT1G78020'
- 'AT3G09320'
- 'AT4G00440'
- 'AT2G30410'
- 'AT3G54340'
- 'AT4G23680'
- 'AT1G18840'
- 'AT5G05010'
- 'AT2G44610'
- 'AT4G24590'
- 'AT3G10750'
- 'AT1G63640'
- 'AT5G14240'
- 'AT5G58970'
- 'AT2G39630'
- 'AT5G55290'
- 'AT1G35160'
- 'AT5G35160'
- 'AT1G49890'
- 'AT3G19310'
- 'AT5G45095'
- 'AT1G09180'
- 'AT3G27010'
- 'AT4G35920'
- 'AT5G47200'
- 'AT3G03470'
- 'AT1G32930'
- 'AT2G20840'
- 'AT2G34710'
- 'AT5G46690'
- 'AT5G01520'
- 'AT5G55507'
- 'AT3G60580'
- 'AT5G64210'
- 'AT3G23000'
- 'AT1G75730'
- $GEP_23
-
- 'AT2G28760'
- 'AT2G28315'
- 'AT5G12870'
- 'AT4G18780'
- 'AT5G15630'
- 'AT3G53620'
- 'AT5G67230'
- 'AT2G17710'
- 'AT3G27200'
- 'AT4G27435'
- 'AT2G27740'
- 'AT3G50220'
- 'AT3G18660'
- 'AT3G53350'
- 'AT5G17420'
- 'AT5G59290'
- 'AT4G26580'
- 'AT5G49460'
- 'AT5G54690'
- 'AT1G33800'
- 'AT3G55990'
- 'AT3G16920'
- 'AT1G62990'
- 'AT5G42710'
- 'AT5G16490'
- 'AT1G19300'
- 'AT1G27440'
- 'AT1G29200'
- 'AT4G33330'
- 'AT5G44030'
- 'AT2G34410'
- 'AT3G51325'
- 'AT1G75280'
- 'AT4G09990'
- 'AT5G26330'
- 'AT2G37090'
- 'AT1G02640'
- 'AT5G60720'
- 'AT5G15490'
- 'AT1G55910'
- 'AT2G46225'
- 'AT5G45970'
- 'AT1G68725'
- 'AT1G60810'
- 'AT3G51220'
- 'AT5G03170'
- 'AT2G47500'
- 'AT2G45420'
- 'AT3G06035'
- 'AT2G46760'
- 'AT5G46340'
- 'AT2G31090'
- 'AT5G18460'
- 'AT1G08340'
- 'AT2G38320'
- 'AT2G38080'
- 'AT5G01190'
- 'AT1G17950'
- 'AT3G06778'
- 'AT5G06610'
- 'AT1G27921'
- 'AT1G73410'
- 'AT3G52900'
- 'AT1G30900'
- 'AT2G17940'
- 'AT1G79420'
- 'AT2G36355'
- 'AT5G67210'
- 'AT2G40320'
- 'AT3G49330'
- 'AT1G27920'
- 'AT3G42950'
- 'AT1G10670'
- 'AT3G12955'
- 'AT1G29890'
- 'AT4G39320'
- 'AT1G31720'
- 'AT3G15250'
- 'AT1G63300'
- 'AT2G02540'
- 'AT3G45870'
- 'AT5G14210'
- 'AT1G09440'
- 'AT5G24380'
- 'AT3G08500'
- 'AT1G09610'
- 'AT2G26800'
- 'AT2G29050'
- 'AT4G35550'
- 'AT4G07950'
- 'AT4G36890'
- 'AT1G12260'
- 'AT1G19170'
- 'AT3G24535'
- 'AT5G07220'
- 'AT1G13635'
- 'AT4G00330'
- 'AT3G43190'
- 'AT3G12110'
- 'AT4G24910'
- 'AT1G75410'
- 'AT3G51380'
- 'AT5G38900'
- 'AT1G62700'
- 'AT1G28470'
- 'AT1G17090'
- 'AT5G09480'
- 'AT5G06475'
- 'AT1G66810'
- 'AT3G60520'
- 'AT5G46115'
- 'AT1G31070'
- 'AT5G62880'
- 'AT2G28110'
- 'AT3G52370'
- 'AT1G58007'
- 'AT5G47820'
- 'AT5G11540'
- 'AT2G37080'
- 'AT2G20650'
- 'AT5G12950'
- 'AT4G14200'
- 'AT2G39710'
- 'AT4G10390'
- 'AT5G02560'
- 'AT5G54240'
- 'AT1G70550'
- 'AT3G05470'
- 'AT1G73140'
- 'AT2G18720'
- 'AT5G59890'
- 'AT5G43150'
- 'AT4G19420'
- 'AT5G49720'
- 'AT3G27630'
- 'AT4G02320'
- 'AT5G14550'
- 'AT2G40070'
- 'AT3G52550'
- 'AT3G57870'
- 'AT2G35290'
- 'AT1G04760'
- 'AT3G57420'
- 'AT2G22640'
- 'AT5G47730'
- 'AT2G41720'
- 'AT3G03770'
- 'AT4G12450'
- 'AT3G58600'
- 'AT5G43070'
- 'AT5G23800'
- 'AT5G15500'
- 'AT3G20860'
- 'AT5G02420'
- 'AT3G25900'
- 'AT5G17600'
- 'AT2G35860'
- 'AT1G75090'
- 'AT5G64850'
- 'AT3G60600'
- 'AT1G75550'
- 'AT5G25310'
- 'AT3G05270'
- 'AT4G28640'
- 'AT1G69680'
- 'AT3G05858'
- 'AT5G14410'
- 'AT3G59690'
- 'AT4G24015'
- 'AT2G21188'
- 'AT1G16500'
- 'AT1G15690'
- 'AT3G27070'
- 'AT1G78120'
- 'AT3G46890'
- 'AT1G19050'
- 'AT4G17890'
- 'AT1G19700'
- 'AT1G09645'
- 'AT1G63430'
- 'AT3G03690'
- 'AT3G20290'
- 'AT4G38950'
- 'AT2G24240'
- 'AT3G61750'
- 'AT3G27350'
- 'AT2G43240'
- 'AT5G59050'
- 'AT1G67300'
- 'AT1G06470'
- 'AT4G31770'
- 'AT2G44010'
- 'AT3G27960'
- 'AT1G26810'
- 'AT2G24550'
- 'AT5G45290'
- 'AT2G46620'
- 'AT4G18050'
- 'AT4G00305'
- 'AT3G14920'
- $GEP_24
-
- 'AT5G65360'
- 'AT1G07820'
- 'AT3G27360'
- 'AT3G45980'
- 'AT5G10400'
- 'AT1G54690'
- 'AT2G28740'
- 'AT5G59870'
- 'AT3G53650'
- 'AT1G51060'
- 'AT2G37470'
- 'AT5G59970'
- 'AT3G46320'
- 'AT5G59690'
- 'AT1G09200'
- 'AT3G45930'
- 'AT3G46030'
- 'AT3G53730'
- 'AT1G08880'
- 'AT3G54560'
- 'AT1G07790'
- 'AT5G27670'
- 'AT5G59910'
- 'AT5G10980'
- 'AT5G54640'
- 'AT2G30620'
- 'AT4G27230'
- 'AT5G22880'
- 'AT2G28720'
- 'AT1G14900'
- 'AT5G10390'
- 'AT3G20670'
- 'AT3G27060'
- 'AT3G09480'
- 'AT5G65350'
- 'AT1G01370'
- 'AT1G47210'
- 'AT5G23420'
- 'AT5G63550'
- 'AT1G47970'
- 'AT1G80190'
- 'AT1G13370'
- 'AT4G40040'
- 'AT2G29570'
- 'AT3G17160'
- 'AT1G20696'
- 'AT2G38810'
- 'AT3G52630'
- 'AT4G26960'
- 'AT1G57820'
- 'AT1G69770'
- 'AT1G06760'
- 'AT3G18035'
- 'AT5G20850'
- 'AT5G43080'
- 'AT5G54970'
- 'AT1G07370'
- 'AT3G02820'
- 'AT3G46940'
- 'AT2G17560'
- 'AT5G38690'
- 'AT3G14740'
- 'AT5G61000'
- 'AT3G25100'
- 'AT1G04020'
- 'AT4G26630'
- 'AT5G49160'
- 'AT2G46980'
- 'AT3G07800'
- 'AT5G13060'
- 'AT1G02970'
- 'AT1G07660'
- 'AT3G54750'
- 'AT4G30860'
- 'AT5G38110'
- 'AT4G21070'
- 'AT2G42260'
- 'AT1G20693'
- 'AT3G12170'
- 'AT5G39550'
- 'AT3G06740'
- 'AT3G01330'
- 'AT4G00020'
- 'AT1G66620'
- 'AT4G02110'
- 'AT1G71760'
- 'AT4G39380'
- 'AT5G48600'
- 'AT5G08020'
- 'AT3G27640'
- 'AT2G21790'
- 'AT4G40042'
- 'AT1G67180'
- 'AT3G30720'
- 'AT2G20980'
- 'AT5G02220'
- 'AT4G01270'
- 'AT1G26840'
- 'AT5G49010'
- 'AT4G06200'
- 'AT1G19060'
- 'AT3G52115'
- 'AT5G52220'
- 'AT1G65470'
- 'AT4G28310'
- 'AT5G48820'
- 'AT1G78770'
- 'AT4G16807'
- 'AT4G02060'
- 'AT1G33960'
- 'AT4G14310'
- 'AT3G02920'
- 'AT3G48710'
- 'AT3G18730'
- 'AT5G11860'
- 'AT1G58025'
- 'AT5G43250'
- 'AT5G06590'
- 'AT5G23903'
- 'AT3G54060'
- 'AT2G44580'
- 'AT1G76500'
- 'AT1G15660'
- 'AT3G59550'
- 'AT3G54650'
- 'AT5G13960'
- 'AT1G75150'
- 'AT4G20325'
- 'AT2G24970'
- 'AT3G06295'
- 'AT5G63350'
- 'AT3G24495'
- 'AT3G49270'
- 'AT4G29170'
- 'AT5G60010'
- 'AT1G07270'
- 'AT3G54670'
- 'AT3G05480'
- 'AT4G08035'
- 'AT3G48160'
- 'AT2G41450'
- 'AT2G29680'
- 'AT2G27170'
- 'AT3G20490'
- 'AT3G50690'
- 'AT5G09145'
- 'AT5G37630'
- 'AT1G07673'
- 'AT5G41880'
- 'AT5G55820'
- 'AT2G16780'
- 'AT3G52100'
- 'AT3G50685'
- 'AT1G01335'
- 'AT1G48620'
- 'AT5G62410'
- 'AT5G10110'
- 'AT5G46740'
- 'AT4G18501'
- 'AT2G37960'
- 'AT5G41530'
- 'AT4G16970'
- 'AT5G52910'
- 'AT3G12530'
- 'AT1G14770'
- 'AT3G48490'
- 'AT2G09585'
- 'AT3G27680'
- 'AT3G07850'
- 'AT1G52270'
- 'AT5G06910'
- 'AT5G25580'
- 'AT5G39300'
- 'AT3G06600'
- 'AT3G19210'
- 'AT3G16730'
- 'AT3G48540'
- 'AT2G47780'
- 'AT3G17155'
- 'AT2G45280'
- 'AT4G23580'
- 'AT5G05330'
- 'AT5G05240'
- 'AT1G48610'
- 'AT3G27520'
- 'AT4G08590'
- 'AT4G38825'
- 'AT4G30250'
- 'AT3G50580'
- 'AT2G17750'
- 'AT1G05543'
- 'AT3G52090'
- 'AT3G54810'
- 'AT5G53210'
- 'AT3G05295'
- 'AT4G24805'
- 'AT3G13445'
- 'AT2G38720'
- 'AT5G63540'
- 'AT3G46020'
- $GEP_25
-
- 'AT4G13420'
- 'AT4G22690'
- 'AT1G67980'
- 'AT1G02930'
- 'AT3G47480'
- 'AT3G60415'
- 'AT2G30750'
- 'AT2G43510'
- 'AT1G02920'
- 'AT5G54710'
- 'AT1G57630'
- 'AT3G28510'
- 'AT4G04570'
- 'AT5G52720'
- 'AT1G60450'
- 'AT3G26470'
- 'AT3G50770'
- 'AT1G77760'
- 'AT2G41100'
- 'AT5G44567'
- 'AT5G52670'
- 'AT2G23270'
- 'AT5G26920'
- 'AT3G18250'
- 'AT2G43590'
- 'AT1G75830'
- 'AT1G72930'
- 'AT4G30270'
- 'AT2G02930'
- 'AT1G56240'
- 'AT4G37290'
- 'AT5G50760'
- 'AT2G38860'
- 'AT4G11650'
- 'AT4G22710'
- 'AT1G20795'
- 'AT4G09775'
- 'AT1G13520'
- 'AT4G26120'
- 'AT1G32350'
- 'AT4G33050'
- 'AT5G37740'
- 'AT5G39580'
- 'AT1G37130'
- 'AT1G69920'
- 'AT2G30670'
- 'AT1G70810'
- 'AT1G67148'
- 'AT5G25250'
- 'AT2G46750'
- 'AT1G74590'
- 'AT5G66480'
- 'AT1G51340'
- 'AT1G26380'
- 'AT4G23260'
- 'AT1G61560'
- 'AT5G19880'
- 'AT1G76930'
- 'AT2G25297'
- 'AT2G46650'
- 'AT2G29340'
- 'AT2G15620'
- 'AT1G25220'
- 'AT4G11655'
- 'AT1G66700'
- 'AT1G51913'
- 'AT2G30766'
- 'AT5G52710'
- 'AT1G51920'
- 'AT5G18170'
- 'AT3G01970'
- 'AT1G79680'
- 'AT1G26410'
- 'AT1G06135'
- 'AT5G22300'
- 'AT5G58350'
- 'AT2G39400'
- 'AT5G57220'
- 'AT4G19370'
- 'AT5G36970'
- 'AT3G14620'
- 'AT5G44990'
- 'AT4G08875'
- 'AT1G19960'
- 'AT3G44300'
- 'AT1G66180'
- 'AT4G04540'
- 'AT2G30770'
- 'AT4G34710'
- 'AT5G59530'
- 'AT1G06983'
- 'AT4G39940'
- 'AT4G28420'
- 'AT3G54640'
- 'AT1G33030'
- 'AT2G07555'
- 'AT2G24180'
- 'AT2G45570'
- 'AT4G28460'
- 'AT1G15757'
- 'AT5G54720'
- 'AT1G57650'
- 'AT5G44565'
- 'AT2G02440'
- 'AT5G08240'
- 'AT3G28580'
- 'AT1G61800'
- 'AT5G58860'
- 'AT4G19730'
- 'AT3G44720'
- 'AT4G01010'
- 'AT5G52750'
- 'AT3G21720'
- 'AT1G21870'
- 'AT3G21352'
- 'AT1G67810'
- 'AT2G02120'
- 'AT5G39100'
- 'AT3G13630'
- 'AT5G13320'
- 'AT5G52760'
- 'AT5G46295'
- 'AT5G24210'
- 'AT3G01420'
- 'AT3G56400'
- 'AT4G23250'
- 'AT2G23030'
- 'AT4G18253'
- 'AT1G72900'
- 'AT3G48850'
- 'AT5G66700'
- 'AT5G25440'
- 'AT5G54810'
- 'AT5G14780'
- 'AT5G22580'
- 'AT1G14455'
- 'AT1G26420'
- 'AT5G50130'
- 'AT1G68620'
- 'AT5G51465'
- 'AT1G08783'
- 'AT5G06585'
- 'AT4G14450'
- 'AT3G10430'
- 'AT5G64905'
- 'AT5G07690'
- 'AT1G30420'
- 'AT5G52460'
- 'AT1G06937'
- 'AT1G56250'
- 'AT1G54957'
- 'AT2G04040'
- 'AT3G13950'
- 'AT5G05300'
- 'AT3G51700'
- 'AT1G36622'
- 'AT5G50140'
- 'AT5G64890'
- 'AT4G20070'
- 'AT1G10990'
- 'AT4G05225'
- 'AT5G07700'
- 'AT3G60120'
- 'AT2G32880'
- 'AT1G69890'
- 'AT1G52130'
- 'AT1G66090'
- 'AT3G27480'
- 'AT1G50470'
- 'AT1G01820'
- 'AT5G39610'
- 'AT2G18690'
- 'AT3G16530'
- 'AT3G09405'
- 'AT4G23700'
- 'AT3G12230'
- 'AT4G13410'
- 'AT2G39450'
- 'AT5G47910'
- 'AT3G53232'
- 'AT1G58420'
- 'AT1G06130'
- 'AT5G07715'
- 'AT2G02060'
- 'AT1G06137'
- 'AT5G50750'
- 'AT1G55110'
- 'AT3G49610'
- 'AT1G72920'
- 'AT4G18205'
- 'AT5G28610'
- 'AT1G22890'
- 'AT5G06165'
- 'AT5G01300'
- 'AT1G51840'
- 'AT5G43110'
- 'AT4G11070'
- 'AT5G39560'
- 'AT5G62850'
- 'AT4G14365'
- $GEP_26
-
- 'AT3G01940'
- 'AT3G01680'
- 'AT3G17730'
- 'AT5G46530'
- 'AT1G29520'
- 'AT5G18970'
- 'AT1G08160'
- 'AT3G49360'
- 'AT1G06490'
- 'AT1G75720'
- 'AT1G63310'
- 'AT1G54330'
- 'AT5G43870'
- 'AT1G65910'
- 'AT1G14730'
- 'AT2G37590'
- 'AT5G67460'
- 'AT2G37925'
- 'AT1G60030'
- 'AT5G48060'
- 'AT3G45610'
- 'AT5G62940'
- 'AT2G41300'
- 'AT5G50290'
- 'AT5G11990'
- 'AT5G25490'
- 'AT2G46630'
- 'AT3G20570'
- 'AT5G22870'
- 'AT2G18380'
- 'AT2G27035'
- 'AT1G16022'
- 'AT3G01670'
- 'AT1G71050'
- 'AT1G79430'
- 'AT5G58500'
- 'AT2G27030'
- 'AT5G11100'
- 'AT1G11915'
- 'AT5G14890'
- 'AT1G33475'
- 'AT1G31880'
- 'AT3G28455'
- 'AT5G42720'
- 'AT5G05365'
- 'AT1G69580'
- 'AT2G45900'
- 'AT1G70505'
- 'AT3G10986'
- 'AT1G02950'
- 'AT4G13600'
- 'AT5G02140'
- 'AT1G64700'
- 'AT3G63050'
- 'AT2G16050'
- 'AT4G28330'
- 'AT3G03270'
- 'AT5G67550'
- 'AT2G44940'
- 'AT2G19460'
- 'AT4G11910'
- 'AT3G21420'
- 'AT4G32270'
- 'AT1G69085'
- 'AT5G13880'
- 'AT1G04880'
- 'AT2G28510'
- 'AT5G65040'
- 'AT5G54660'
- 'AT2G36695'
- 'AT1G13050'
- 'AT1G70470'
- 'AT5G48050'
- 'AT4G14740'
- 'AT3G02677'
- 'AT4G29230'
- 'AT5G35740'
- 'AT2G37610'
- 'AT2G35585'
- 'AT5G02460'
- 'AT4G33660'
- 'AT4G17905'
- 'AT2G35600'
- 'AT4G29920'
- 'AT1G05200'
- 'AT3G18670'
- 'AT1G68430'
- 'AT3G43270'
- 'AT4G38580'
- 'AT5G60200'
- 'AT5G57130'
- 'AT4G20270'
- 'AT2G44830'
- 'AT3G16070'
- 'AT3G03240'
- 'AT2G32750'
- 'AT4G35985'
- 'AT5G17980'
- 'AT2G38250'
- 'AT1G03170'
- 'AT1G23530'
- 'AT5G02490'
- 'AT5G40260'
- 'AT1G77885'
- 'AT3G05327'
- 'AT2G16850'
- 'AT1G27170'
- 'AT4G37730'
- 'AT4G17980'
- 'AT3G28150'
- 'AT1G14630'
- 'AT5G23010'
- 'AT1G75700'
- 'AT1G05610'
- 'AT5G39230'
- 'AT2G03090'
- 'AT1G05370'
- 'AT1G76770'
- 'AT4G10507'
- 'AT4G34560'
- 'AT2G41330'
- 'AT2G25690'
- 'AT1G62045'
- 'AT1G51010'
- 'AT2G27990'
- 'AT2G01990'
- 'AT3G61380'
- 'AT2G36570'
- 'AT4G19060'
- 'AT2G03500'
- 'AT1G70710'
- 'AT1G69690'
- 'AT2G27300'
- 'AT1G05780'
- 'AT5G03795'
- 'AT3G28560'
- 'AT2G30010'
- 'AT3G54290'
- 'AT2G36470'
- 'AT4G23900'
- 'AT1G33970'
- 'AT2G32020'
- 'AT1G19835'
- 'AT4G25000'
- 'AT5G57110'
- 'AT4G20320'
- 'AT1G30515'
- 'AT1G08140'
- 'AT2G32010'
- 'AT4G35560'
- 'AT5G40720'
- 'AT5G24300'
- 'AT1G78720'
- 'AT2G37620'
- 'AT4G17510'
- 'AT1G14480'
- 'AT1G62050'
- 'AT3G55940'
- 'AT3G04030'
- 'AT4G35860'
- 'AT1G61260'
- 'AT1G51020'
- 'AT2G39870'
- 'AT1G47570'
- 'AT3G13750'
- 'AT1G05350'
- 'AT3G17010'
- 'AT1G76180'
- 'AT4G21534'
- 'AT5G47510'
- 'AT1G15080'
- 'AT3G52490'
- 'AT4G28270'
- 'AT4G36620'
- 'AT4G15450'
- 'AT5G50120'
- 'AT5G13790'
- 'AT5G56620'
- 'AT5G14895'
- 'AT1G04100'
- 'AT2G35350'
- 'AT2G29650'
- 'AT1G51100'
- 'AT1G76780'
- 'AT1G80520'
- 'AT1G59640'
- 'AT1G24260'
- 'AT4G37080'
- 'AT5G28910'
- 'AT2G35635'
- 'AT3G56810'
- 'AT3G15770'
- 'AT2G31200'
- 'AT3G54270'
- 'AT4G34770'
- 'AT1G28520'
- 'AT2G11815'
- 'AT1G15090'
- 'AT3G11600'
- 'AT4G05210'
- $GEP_27
-
- 'AT5G48920'
- 'AT4G22920'
- 'AT1G43790'
- 'AT3G21550'
- 'AT4G18425'
- 'AT5G59845'
- 'AT5G07080'
- 'AT3G49070'
- 'AT5G19870'
- 'AT4G00230'
- 'AT4G00210'
- 'AT5G40020'
- 'AT1G51030'
- 'AT1G05310'
- 'AT4G24430'
- 'AT1G55180'
- 'AT1G02335'
- 'AT2G34790'
- 'AT1G11190'
- 'AT1G63120'
- 'AT1G76020'
- 'AT2G05910'
- 'AT4G22680'
- 'AT1G09890'
- 'AT5G01930'
- 'AT1G70500'
- 'AT5G51890'
- 'AT4G00220'
- 'AT1G24600'
- 'AT5G02090'
- 'AT3G12880'
- 'AT1G54790'
- 'AT4G08160'
- 'AT5G03260'
- 'AT3G25577'
- 'AT3G50390'
- 'AT3G24065'
- 'AT1G10800'
- 'AT3G62160'
- 'AT4G34320'
- 'AT2G36710'
- 'AT4G35350'
- 'AT4G18550'
- 'AT4G33810'
- 'AT3G14170'
- 'AT1G66690'
- 'AT1G71695'
- 'AT3G45010'
- 'AT1G13130'
- 'AT1G47410'
- 'AT3G14360'
- 'AT1G73750'
- 'AT1G32100'
- 'AT1G58370'
- 'AT5G60020'
- 'AT1G20850'
- 'AT5G25300'
- 'AT3G45280'
- 'AT3G03530'
- 'AT5G12300'
- 'AT1G63105'
- 'AT1G63295'
- 'AT4G12350'
- 'AT1G58070'
- 'AT2G21187'
- 'AT5G40470'
- 'AT5G18980'
- 'AT3G29173'
- 'AT3G62020'
- 'AT3G22415'
- 'AT1G23460'
- 'AT1G55175'
- 'AT4G12370'
- 'AT3G10740'
- 'AT1G14686'
- 'AT5G22240'
- 'AT1G24480'
- 'AT1G16530'
- 'AT5G18130'
- 'AT3G16540'
- 'AT4G34920'
- 'AT1G01240'
- 'AT1G71930'
- 'AT1G35780'
- 'AT4G21940'
- 'AT2G34360'
- 'AT4G13540'
- 'AT4G19110'
- 'AT1G70670'
- 'AT2G28250'
- 'AT2G44260'
- 'AT2G44250'
- 'AT5G38610'
- 'AT5G14602'
- 'AT4G16620'
- 'AT1G46768'
- 'AT4G22758'
- 'AT5G49690'
- 'AT2G26940'
- 'AT1G19230'
- 'AT4G28500'
- 'AT5G42210'
- 'AT1G61270'
- 'AT5G01920'
- 'AT5G59840'
- 'AT5G19473'
- 'AT3G10590'
- 'AT5G06370'
- 'AT3G24060'
- 'AT1G59840'
- 'AT1G50680'
- 'AT1G31990'
- 'AT3G61690'
- 'AT1G17940'
- 'AT5G49900'
- 'AT1G24030'
- 'AT1G10360'
- 'AT4G19640'
- 'AT3G13520'
- 'AT1G12450'
- 'AT2G05400'
- 'AT2G24370'
- 'AT1G57670'
- 'AT2G26290'
- 'AT1G48280'
- 'AT2G18630'
- 'AT5G07925'
- 'AT1G75170'
- 'AT3G22260'
- 'AT1G17960'
- 'AT5G09320'
- 'AT1G32850'
- 'AT1G60986'
- 'AT4G17670'
- 'AT4G20050'
- 'AT3G15050'
- 'AT5G58290'
- 'AT2G33150'
- 'AT5G39380'
- 'AT5G51390'
- 'AT3G55720'
- 'AT5G52680'
- 'AT4G12910'
- 'AT1G48500'
- 'AT5G06620'
- 'AT3G43180'
- 'AT3G10560'
- 'AT3G01070'
- 'AT1G68600'
- 'AT3G56730'
- 'AT2G05630'
- 'AT1G21780'
- 'AT4G21250'
- 'AT1G54980'
- 'AT1G43800'
- 'AT4G39610'
- 'AT2G28470'
- 'AT2G16710'
- 'AT5G58120'
- 'AT3G45490'
- 'AT5G43695'
- 'AT4G08955'
- 'AT5G40970'
- 'AT1G35460'
- 'AT4G00231'
- 'AT5G08560'
- 'AT5G59400'
- 'AT1G66855'
- 'AT5G45710'
- 'AT3G24640'
- 'AT2G32510'
- 'AT5G08490'
- 'AT1G20080'
- 'AT5G38310'
- 'AT3G10410'
- 'AT4G04490'
- 'AT1G54530'
- 'AT1G55775'
- 'AT2G41700'
- 'AT5G04840'
- 'AT5G42325'
- 'AT2G41445'
- 'AT5G04190'
- 'AT3G28770'
- 'AT4G12030'
- 'AT5G44400'
- 'AT5G28370'
- 'AT3G45500'
- 'AT5G55090'
- 'AT1G06027'
- 'AT2G20100'
- 'AT1G51150'
- 'AT1G23260'
- 'AT4G19080'
- 'AT1G72990'
- 'AT1G10460'
- 'AT4G02310'
- 'AT3G53030'
- 'AT2G04039'
- 'AT5G08480'
- $GEP_28
-
- 'AT1G50490'
- 'AT5G16250'
- 'AT3G51280'
- 'AT5G66230'
- 'AT3G11520'
- 'AT5G06150'
- 'AT3G51720'
- 'AT4G31840'
- 'AT5G15510'
- 'AT4G15830'
- 'AT3G25980'
- 'AT3G12870'
- 'AT4G33270'
- 'AT3G02640'
- 'AT3G02120'
- 'AT4G02800'
- 'AT3G14190'
- 'AT2G25880'
- 'AT5G13840'
- 'AT4G35620'
- 'AT3G51230'
- 'AT5G56120'
- 'AT1G76310'
- 'AT1G03780'
- 'AT2G26760'
- 'AT5G45700'
- 'AT3G52110'
- 'AT1G16630'
- 'AT3G55660'
- 'AT3G03130'
- 'AT1G08560'
- 'AT4G23800'
- 'AT3G05330'
- 'AT1G02730'
- 'AT2G25060'
- 'AT1G11220'
- 'AT4G33260'
- 'AT1G18370'
- 'AT5G55520'
- 'AT4G37490'
- 'AT5G17160'
- 'AT4G14330'
- 'AT4G26660'
- 'AT4G05190'
- 'AT1G20610'
- 'AT2G16270'
- 'AT5G25090'
- 'AT2G42110'
- 'AT4G32830'
- 'AT1G63100'
- 'AT3G56100'
- 'AT3G61118'
- 'AT4G09060'
- 'AT4G38062'
- 'AT2G28620'
- 'AT4G35730'
- 'AT1G49870'
- 'AT4G17000'
- 'AT2G44190'
- 'AT2G33400'
- 'AT2G04205'
- 'AT2G17620'
- 'AT5G51600'
- 'AT5G67270'
- 'AT4G01730'
- 'AT2G38160'
- 'AT1G20930'
- 'AT5G44560'
- 'AT5G03870'
- 'AT3G51740'
- 'AT5G48310'
- 'AT3G59765'
- 'AT3G54710'
- 'AT1G23790'
- 'AT1G02690'
- 'AT1G59540'
- 'AT1G34355'
- 'AT3G15570'
- 'AT5G23910'
- 'AT2G22610'
- 'AT1G26760'
- 'AT5G55830'
- 'AT1G05440'
- 'AT4G28430'
- 'AT5G44040'
- 'AT3G23670'
- 'AT2G03505'
- 'AT3G15550'
- 'AT1G76540'
- 'AT5G03885'
- 'AT3G44050'
- 'AT2G33560'
- 'AT2G20590'
- 'AT3G27330'
- 'AT5G60930'
- 'AT1G04425'
- 'AT3G01295'
- 'AT3G61117'
- 'AT4G05520'
- 'AT5G01420'
- 'AT1G72250'
- 'AT3G26050'
- 'AT5G27550'
- 'AT4G11080'
- 'AT3G23890'
- 'AT4G38740'
- 'AT1G31335'
- 'AT4G22860'
- 'AT1G67035'
- 'AT4G28230'
- 'AT5G42700'
- 'AT5G55680'
- 'AT1G53140'
- 'AT2G34190'
- 'AT1G06660'
- 'AT1G61450'
- 'AT5G05080'
- 'AT5G38300'
- 'AT3G20150'
- 'AT1G51405'
- 'AT5G01910'
- 'AT3G19050'
- 'AT4G15140'
- 'AT1G78865'
- 'AT4G21270'
- 'AT5G56580'
- 'AT2G27970'
- 'AT3G06840'
- 'AT1G44110'
- 'AT5G60150'
- 'AT3G58650'
- 'AT3G10310'
- 'AT1G72670'
- 'AT5G42330'
- 'AT3G63430'
- 'AT2G38620'
- 'AT3G60840'
- 'AT5G62550'
- 'AT5G20010'
- 'AT1G79103'
- 'AT4G03100'
- 'AT1G03470'
- 'AT4G39710'
- 'AT1G75640'
- 'AT5G37010'
- 'AT3G19590'
- 'AT5G48490'
- 'AT2G29550'
- 'AT1G18550'
- 'AT3G57860'
- 'AT2G37390'
- 'AT3G03680'
- 'AT4G06080'
- 'AT5G44562'
- 'AT4G33400'
- 'AT3G42725'
- 'AT2G37420'
- 'AT5G62170'
- 'AT3G53380'
- 'AT3G58100'
- 'AT4G27660'
- 'AT5G40320'
- 'AT2G45490'
- 'AT4G03010'
- 'AT5G05510'
- 'AT1G48920'
- 'AT2G21660'
- 'AT2G38070'
- 'AT4G09240'
- 'AT4G17240'
- 'AT1G67590'
- 'AT5G13100'
- 'AT1G16330'
- 'AT4G14490'
- 'AT5G66595'
- 'AT3G06030'
- 'AT5G11510'
- 'AT4G14150'
- 'AT3G01410'
- 'AT4G11330'
- 'AT5G33300'
- 'AT2G36200'
- 'AT3G57150'
- 'AT1G02810'
- 'AT3G18800'
- 'AT5G50890'
- 'AT2G16230'
- 'AT1G64760'
- 'AT4G18680'
- 'AT1G16070'
- 'AT4G21820'
- 'AT1G17140'
- 'AT1G80280'
- 'AT4G18570'
- 'AT5G65685'
- 'AT1G50240'
- 'AT5G37247'
- 'AT4G37110'
- 'AT5G25570'
- 'AT5G20635'
- $GEP_29
-
- 'AT1G61760'
- 'AT1G54400'
- 'AT2G34530'
- 'AT5G41470'
- 'AT4G00890'
- 'AT2G42820'
- 'AT1G77700'
- 'AT3G13590'
- 'AT3G18260'
- 'AT3G17380'
- 'AT1G34480'
- 'AT1G47271'
- 'AT3G08390'
- 'AT4G35970'
- 'AT2G27140'
- 'AT1G09613'
- 'AT4G37445'
- 'AT5G18037'
- 'AT4G10465'
- 'AT5G67050'
- 'AT1G79480'
- 'AT1G09880'
- 'AT5G61280'
- 'AT4G16015'
- 'AT1G11570'
- 'AT2G34540'
- 'AT5G04680'
- 'AT5G39471'
- 'AT4G33490'
- 'AT1G29380'
- 'AT3G58350'
- 'AT5G48690'
- 'AT5G14110'
- 'AT4G24250'
- 'AT2G14620'
- 'AT5G45320'
- 'AT1G05770'
- 'AT3G20450'
- 'AT4G09950'
- 'AT1G24405'
- 'AT1G73370'
- 'AT5G20980'
- 'AT1G60360'
- 'AT3G47180'
- 'AT3G07420'
- 'AT5G07710'
- 'AT1G13920'
- 'AT4G12580'
- 'AT5G08391'
- 'AT5G38770'
- 'AT5G17260'
- 'AT5G04890'
- 'AT2G20362'
- 'AT2G41200'
- 'AT3G03200'
- 'AT5G37180'
- 'AT4G13992'
- 'AT4G16640'
- 'AT3G01385'
- 'AT5G56720'
- 'AT1G75260'
- 'AT3G15800'
- 'AT3G10680'
- 'AT4G15460'
- 'AT5G00770'
- 'AT1G68230'
- 'AT5G38070'
- 'AT5G11620'
- 'AT5G01480'
- 'AT5G25370'
- 'AT1G69325'
- 'AT5G62250'
- 'AT3G58380'
- 'AT5G52270'
- 'AT3G25855'
- 'AT4G39810'
- 'AT1G52315'
- 'AT1G68180'
- 'AT1G62400'
- 'AT2G40910'
- 'AT1G76040'
- 'AT4G05430'
- 'AT1G31200'
- 'AT1G56555'
- 'AT1G45616'
- 'AT3G21210'
- 'AT5G03530'
- 'AT5G20870'
- 'AT1G22000'
- 'AT5G38080'
- 'AT5G62960'
- 'AT1G16025'
- 'AT4G15970'
- 'AT3G47190'
- 'AT3G20870'
- 'AT2G44000'
- 'AT3G58720'
- 'AT3G26350'
- 'AT4G30880'
- 'AT4G16400'
- 'AT3G63000'
- 'AT5G27680'
- 'AT5G45670'
- 'AT4G26250'
- 'AT1G79250'
- 'AT1G69970'
- 'AT1G08150'
- 'AT3G20580'
- 'AT3G12460'
- 'AT4G32342'
- 'AT5G24318'
- 'AT5G61390'
- 'AT5G04690'
- 'AT3G05741'
- 'AT4G35460'
- 'AT4G07245'
- 'AT1G61710'
- 'AT5G26190'
- 'AT3G05620'
- 'AT1G11500'
- 'AT5G37620'
- 'AT1G05750'
- 'AT4G21310'
- 'AT1G73040'
- 'AT4G35290'
- 'AT4G08535'
- 'AT1G49330'
- 'AT2G02380'
- 'AT5G46540'
- 'AT4G18372'
- 'AT3G06270'
- 'AT2G39830'
- 'AT2G22730'
- 'AT2G12480'
- 'AT2G40050'
- 'AT5G53030'
- 'AT5G45540'
- 'AT4G22370'
- 'AT1G11730'
- 'AT3G15490'
- 'AT5G44760'
- 'AT1G04780'
- 'AT3G55650'
- 'AT5G00775'
- 'AT2G42830'
- 'AT1G55475'
- 'AT2G42800'
- 'AT5G56450'
- 'AT3G25573'
- 'AT4G16460'
- 'AT2G27145'
- 'AT1G11560'
- 'AT3G44160'
- 'AT4G33500'
- 'AT4G13195'
- 'AT1G49920'
- 'AT3G44770'
- 'AT2G09140'
- 'AT2G45940'
- 'AT2G08165'
- 'AT2G08100'
- 'AT1G67235'
- 'AT3G58710'
- 'AT3G13898'
- 'AT4G11140'
- 'AT1G31140'
- 'AT5G04060'
- 'AT5G58610'
- 'AT1G01225'
- 'AT4G31240'
- 'AT3G61080'
- 'AT1G23510'
- 'AT3G28490'
- 'AT2G26310'
- 'AT1G14530'
- 'AT2G04230'
- 'AT3G58210'
- 'AT4G14165'
- 'AT4G24260'
- 'AT5G37640'
- 'AT1G63900'
- 'AT2G17730'
- 'AT4G03290'
- 'AT5G45310'
- 'AT4G33495'
- 'AT1G27040'
- 'AT4G14790'
- 'AT4G30820'
- 'AT5G04700'
- 'AT5G16610'
- 'AT5G64790'
- 'AT4G18375'
- 'AT3G17370'
- 'AT1G03990'
- 'AT3G59790'
- 'AT1G06227'
- 'AT4G21300'
- 'AT1G31190'
- 'AT4G19630'
- 'AT4G01593'
- $GEP_3
-
- 'AT1G50060'
- 'AT4G27400'
- 'AT1G25275'
- 'AT3G61930'
- 'AT5G54370'
- 'AT2G36950'
- 'AT5G20230'
- 'AT5G64250'
- 'AT4G17500'
- 'AT5G55110'
- 'AT2G21610'
- 'AT4G17490'
- 'AT4G17940'
- 'AT2G47485'
- 'AT1G05010'
- 'AT1G52070'
- 'AT1G33590'
- 'AT1G66580'
- 'AT4G08555'
- 'AT4G15530'
- 'AT5G35735'
- 'AT4G01870'
- 'AT4G26880'
- 'AT5G53460'
- 'AT2G24850'
- 'AT5G05730'
- 'AT1G55920'
- 'AT3G19430'
- 'AT3G19010'
- 'AT5G20045'
- 'AT1G71140'
- 'AT5G43580'
- 'AT2G29420'
- 'AT1G47510'
- 'AT3G12490'
- 'AT1G03220'
- 'AT2G45790'
- 'AT1G78380'
- 'AT3G56170'
- 'AT1G17180'
- 'AT2G15480'
- 'AT4G23920'
- 'AT3G07390'
- 'AT1G22880'
- 'AT1G07590'
- 'AT1G74010'
- 'AT5G05600'
- 'AT1G22400'
- 'AT3G23920'
- 'AT1G32700'
- 'AT1G76680'
- 'AT1G62300'
- 'AT2G43000'
- 'AT5G67080'
- 'AT5G50200'
- 'AT5G57010'
- 'AT5G48180'
- 'AT5G47050'
- 'AT1G21350'
- 'AT5G19440'
- 'AT1G78850'
- 'AT3G52450'
- 'AT4G18450'
- 'AT4G02380'
- 'AT4G11360'
- 'AT4G36040'
- 'AT1G01470'
- 'AT3G54150'
- 'AT1G67070'
- 'AT2G43060'
- 'AT3G27880'
- 'AT3G23605'
- 'AT1G71520'
- 'AT2G40340'
- 'AT3G08690'
- 'AT4G30490'
- 'AT3G46440'
- 'AT4G23010'
- 'AT1G68450'
- 'AT1G12780'
- 'AT5G39050'
- 'AT2G35510'
- 'AT4G01750'
- 'AT2G30550'
- 'AT5G54510'
- 'AT2G16060'
- 'AT5G08790'
- 'AT5G45350'
- 'AT3G46970'
- 'AT4G16260'
- 'AT5G53500'
- 'AT2G30720'
- 'AT2G37430'
- 'AT4G18950'
- 'AT1G19020'
- 'AT1G19180'
- 'AT3G20300'
- 'AT5G38200'
- 'AT4G21990'
- 'AT2G29490'
- 'AT5G65300'
- 'AT5G57510'
- 'AT5G03380'
- 'AT1G59870'
- 'AT5G33290'
- 'AT4G04610'
- 'AT4G34180'
- 'AT5G22140'
- 'AT1G19850'
- 'AT4G05320'
- 'AT5G23830'
- 'AT3G59480'
- 'AT1G63245'
- 'AT2G37110'
- 'AT5G07440'
- 'AT2G22470'
- 'AT2G36780'
- 'AT2G43870'
- 'AT1G16905'
- 'AT3G22060'
- 'AT2G25250'
- 'AT4G39670'
- 'AT2G21620'
- 'AT1G13990'
- 'AT4G19200'
- 'AT1G29290'
- 'AT1G67850'
- 'AT4G21830'
- 'AT1G78000'
- 'AT4G37870'
- 'AT5G01750'
- 'AT5G02020'
- 'AT5G40370'
- 'AT3G57550'
- 'AT2G27389'
- 'AT4G01700'
- 'AT4G15393'
- 'AT1G07160'
- 'AT1G33600'
- 'AT5G15160'
- 'AT4G25310'
- 'AT5G23700'
- 'AT3G09440'
- 'AT1G69830'
- 'AT3G14362'
- 'AT1G03740'
- 'AT5G67600'
- 'AT5G25930'
- 'AT5G05110'
- 'AT1G14370'
- 'AT1G76600'
- 'AT3G55470'
- 'AT5G04340'
- 'AT3G03150'
- 'AT1G62180'
- 'AT5G25110'
- 'AT5G48300'
- 'AT2G19590'
- 'AT2G44490'
- 'AT2G44080'
- 'AT4G24380'
- 'AT1G53708'
- 'AT2G40095'
- 'AT1G48070'
- 'AT1G22360'
- 'AT5G48175'
- 'AT2G22870'
- 'AT5G39040'
- 'AT3G47730'
- 'AT1G30400'
- 'AT3G53230'
- 'AT3G16220'
- 'AT1G80920'
- 'AT4G13250'
- 'AT1G17170'
- 'AT5G18310'
- 'AT5G52050'
- 'AT4G10500'
- 'AT4G29740'
- 'AT2G43500'
- 'AT2G46140'
- 'AT5G46180'
- 'AT2G27430'
- 'AT1G77330'
- 'AT2G28570'
- 'AT3G05390'
- 'AT2G29450'
- 'AT3G59900'
- 'AT1G70420'
- 'AT5G45880'
- 'AT4G04800'
- 'AT3G13110'
- 'AT3G12920'
- 'AT3G30775'
- 'AT1G76520'
- 'AT4G35070'
- 'AT3G48990'
- 'AT4G17720'
- 'AT3G50350'
- 'AT2G20320'
- $GEP_30
-
- 'AT1G64000'
- 'AT5G09530'
- 'AT4G38080'
- 'AT1G55990'
- 'AT4G14440'
- 'AT3G06390'
- 'AT3G51642'
- 'AT1G03700'
- 'AT3G55870'
- 'AT5G07475'
- 'AT2G35380'
- 'AT5G09520'
- 'AT2G22510'
- 'AT4G33610'
- 'AT2G23540'
- 'AT2G43390'
- 'AT2G45560'
- 'AT3G11430'
- 'AT4G22700'
- 'AT5G22500'
- 'AT2G48140'
- 'AT1G74460'
- 'AT3G44540'
- 'AT5G12420'
- 'AT1G56320'
- 'AT2G40370'
- 'AT4G26790'
- 'AT4G36610'
- 'AT1G14160'
- 'AT2G01520'
- 'AT5G23190'
- 'AT3G44550'
- 'AT2G48130'
- 'AT5G39635'
- 'AT1G68850'
- 'AT2G43670'
- 'AT2G46130'
- 'AT5G13580'
- 'AT4G03540'
- 'AT1G49430'
- 'AT5G06090'
- 'AT5G50770'
- 'AT1G05450'
- 'AT2G38380'
- 'AT1G34670'
- 'AT5G08250'
- 'AT4G28110'
- 'AT5G19410'
- 'AT1G04220'
- 'AT1G01610'
- 'AT1G78990'
- 'AT3G50400'
- 'AT3G55090'
- 'AT2G36295'
- 'AT3G53510'
- 'AT5G13900'
- 'AT1G28170'
- 'AT5G07130'
- 'AT5G58780'
- 'AT2G26250'
- 'AT5G14130'
- 'AT5G10230'
- 'AT2G02640'
- 'AT2G28405'
- 'AT1G28400'
- 'AT3G07970'
- 'AT1G75030'
- 'AT2G45970'
- 'AT4G39720'
- 'AT4G20390'
- 'AT5G41040'
- 'AT3G02940'
- 'AT5G22270'
- 'AT2G45685'
- 'AT4G33720'
- 'AT4G39795'
- 'AT5G02780'
- 'AT1G01090'
- 'AT5G05340'
- 'AT1G47990'
- 'AT2G16760'
- 'AT2G01580'
- 'AT1G48698'
- 'AT1G67195'
- 'AT2G40670'
- 'AT1G35180'
- 'AT2G17650'
- 'AT1G51890'
- 'AT3G56970'
- 'AT4G24140'
- 'AT5G65230'
- 'AT3G07635'
- 'AT4G19645'
- 'AT3G49110'
- 'AT2G38110'
- 'AT3G01880'
- 'AT5G54230'
- 'AT1G42970'
- 'AT1G48670'
- 'AT2G34610'
- 'AT1G16060'
- 'AT4G17210'
- 'AT2G32660'
- 'AT1G30120'
- 'AT1G43980'
- 'AT2G41540'
- 'AT3G15840'
- 'AT1G73290'
- 'AT3G19230'
- 'AT2G28800'
- 'AT5G23155'
- 'AT1G34430'
- 'AT3G16950'
- 'AT4G37200'
- 'AT1G28100'
- 'AT3G18235'
- 'AT3G43590'
- 'AT5G41570'
- 'AT4G13040'
- 'AT2G43400'
- 'AT1G30500'
- 'AT3G03325'
- 'AT4G13190'
- 'AT5G58910'
- 'AT3G32040'
- 'AT4G21380'
- 'AT3G06850'
- 'AT5G09035'
- 'AT1G65560'
- 'AT3G46666'
- 'AT3G47965'
- 'AT1G50970'
- 'AT5G08270'
- 'AT3G02405'
- 'AT1G67160'
- 'AT3G07895'
- 'AT5G10370'
- 'AT5G54225'
- 'AT5G06260'
- 'AT5G24080'
- 'AT1G21850'
- 'AT2G23321'
- 'AT1G47580'
- 'AT3G01890'
- 'AT5G19960'
- 'AT1G76450'
- 'AT3G29110'
- 'AT5G14480'
- 'AT1G70260'
- 'AT3G55790'
- 'AT2G02850'
- 'AT5G06035'
- 'AT1G10280'
- 'AT1G05840'
- 'AT3G11415'
- 'AT2G18050'
- 'AT2G40170'
- 'AT5G05987'
- 'AT1G66870'
- 'AT1G61610'
- 'AT1G14150'
- 'AT1G32640'
- 'AT5G20860'
- 'AT3G61350'
- 'AT5G22830'
- 'AT1G62035'
- 'AT5G40990'
- 'AT2G37360'
- 'AT3G03825'
- 'AT2G31862'
- 'AT1G02470'
- 'AT3G03350'
- 'AT2G26450'
- 'AT1G04350'
- 'AT1G64780'
- 'AT1G53940'
- 'AT3G59070'
- 'AT1G62680'
- 'AT5G48375'
- 'AT5G46560'
- 'AT5G61430'
- 'AT5G01980'
- 'AT1G08035'
- 'AT1G04373'
- 'AT5G11910'
- 'AT2G32470'
- 'AT4G18195'
- 'AT5G58180'
- 'AT5G07725'
- 'AT2G17690'
- 'AT3G45950'
- 'AT4G16835'
- 'AT1G50170'
- 'AT5G03668'
- 'ATMG00570'
- 'AT1G69350'
- 'AT1G20150'
- 'AT3G26620'
- 'AT1G05983'
- 'AT1G09797'
- $GEP_4
-
- 'AT1G77690'
- 'AT2G13820'
- 'AT1G12080'
- 'AT5G03960'
- 'AT2G46890'
- 'AT5G05690'
- 'AT1G19968'
- 'AT3G18780'
- 'AT3G48970'
- 'AT1G69080'
- 'AT3G48185'
- 'AT5G53250'
- 'AT1G62480'
- 'AT4G39800'
- 'AT1G72150'
- 'AT1G52190'
- 'AT4G11210'
- 'AT5G59880'
- 'AT1G72230'
- 'AT3G07425'
- 'AT1G73780'
- 'AT3G52920'
- 'AT1G04550'
- 'AT5G57770'
- 'AT3G48550'
- 'AT4G39640'
- 'AT3G55420'
- 'AT3G59370'
- 'AT5G19190'
- 'AT1G79760'
- 'AT3G49750'
- 'AT5G09810'
- 'AT2G40480'
- 'AT1G13670'
- 'AT3G06070'
- 'AT5G21105'
- 'AT1G68825'
- 'AT2G01950'
- 'AT3G28860'
- 'AT1G77020'
- 'AT2G34060'
- 'AT5G27000'
- 'AT2G45470'
- 'AT5G40630'
- 'AT5G26730'
- 'AT3G59680'
- 'AT1G25320'
- 'AT2G40530'
- 'AT4G18260'
- 'AT5G08260'
- 'AT1G22530'
- 'AT5G59010'
- 'AT5G20885'
- 'AT5G56970'
- 'AT1G75500'
- 'AT1G30280'
- 'AT4G14650'
- 'AT2G04800'
- 'AT4G03415'
- 'AT1G65960'
- 'AT4G21960'
- 'AT1G11580'
- 'AT1G07570'
- 'AT5G02440'
- 'AT1G53163'
- 'AT2G30520'
- 'AT5G48460'
- 'AT1G80690'
- 'AT4G24780'
- 'AT1G75590'
- 'AT2G30150'
- 'AT1G51170'
- 'AT2G37380'
- 'AT5G65670'
- 'AT2G26390'
- 'AT1G22230'
- 'AT3G06750'
- 'AT1G78150'
- 'AT1G49240'
- 'AT2G04780'
- 'AT2G25070'
- 'AT5G11970'
- 'AT4G04025'
- 'AT3G61640'
- 'AT4G17460'
- 'AT1G25500'
- 'AT1G25530'
- 'AT3G16180'
- 'AT5G03610'
- 'AT5G50010'
- 'AT1G23080'
- 'AT5G57780'
- 'AT1G33470'
- 'AT5G11690'
- 'AT4G22900'
- 'AT1G22220'
- 'AT4G34490'
- 'AT3G06720'
- 'AT1G78260'
- 'AT3G06590'
- 'AT3G54030'
- 'AT3G56800'
- 'AT5G25890'
- 'AT2G01940'
- 'AT1G52280'
- 'AT4G14130'
- 'AT5G16720'
- 'AT3G06360'
- 'AT3G11640'
- 'AT2G31900'
- 'AT2G44690'
- 'AT3G47620'
- 'AT5G62070'
- 'AT3G43810'
- 'AT1G13380'
- 'AT5G62900'
- 'AT5G51780'
- 'AT2G47270'
- 'AT5G06380'
- 'AT2G45820'
- 'AT2G30060'
- 'AT2G41740'
- 'AT5G16600'
- 'AT5G22930'
- 'AT3G53750'
- 'AT1G24130'
- 'AT3G54120'
- 'AT1G52540'
- 'AT1G34000'
- 'AT3G57410'
- 'AT5G02750'
- 'AT5G67390'
- 'AT2G40820'
- 'AT1G78110'
- 'AT3G56480'
- 'AT5G06470'
- 'AT4G09160'
- 'AT1G51950'
- 'AT2G38970'
- 'AT2G01818'
- 'AT5G07240'
- 'AT2G29660'
- 'AT5G60690'
- 'AT4G37300'
- 'AT4G31000'
- 'AT5G55730'
- 'AT1G19920'
- 'AT2G39300'
- 'AT5G22050'
- 'AT2G21540'
- 'AT1G74740'
- 'AT3G04940'
- 'AT2G36410'
- 'AT1G22330'
- 'AT1G28440'
- 'AT4G33080'
- 'AT1G72880'
- 'AT4G37250'
- 'AT3G15390'
- 'AT1G71880'
- 'AT2G38310'
- 'AT4G14380'
- 'AT4G17770'
- 'AT1G04778'
- 'AT2G28310'
- 'AT5G66815'
- 'AT3G45780'
- 'AT1G64440'
- 'AT2G43680'
- 'AT3G05890'
- 'AT3G29370'
- 'AT5G38970'
- 'AT1G08230'
- 'AT3G13730'
- 'AT2G35760'
- 'AT5G14450'
- 'AT1G29950'
- 'AT3G06370'
- 'AT5G44340'
- 'AT3G50660'
- 'AT2G15760'
- 'AT4G25470'
- 'AT1G60390'
- 'AT1G23340'
- 'AT5G39865'
- 'AT3G16500'
- 'AT3G26935'
- 'AT3G51950'
- 'AT5G61200'
- 'AT1G54990'
- 'AT1G30490'
- 'AT2G41820'
- 'AT5G13300'
- 'AT3G57030'
- 'AT5G62430'
- 'AT2G26730'
- 'AT4G27460'
- 'AT4G35310'
- 'AT5G16000'
- 'AT4G33560'
- $GEP_5
-
- 'AT1G03850'
- 'AT2G43820'
- 'AT5G17460'
- 'AT5G49450'
- 'AT4G33666'
- 'AT4G33467'
- 'AT5G63600'
- 'AT2G15960'
- 'AT5G03210'
- 'AT1G07610'
- 'AT3G15670'
- 'AT5G62540'
- 'AT5G03030'
- 'AT2G37750'
- 'AT3G15630'
- 'AT4G27410'
- 'AT5G56550'
- 'AT5G24570'
- 'AT5G13080'
- 'AT5G14360'
- 'AT1G73260'
- 'AT1G15040'
- 'AT2G02710'
- 'AT5G42300'
- 'AT2G45170'
- 'AT2G20670'
- 'AT3G14280'
- 'AT1G60740'
- 'AT2G20880'
- 'AT1G22470'
- 'AT2G27810'
- 'AT1G05340'
- 'AT2G32150'
- 'AT4G05070'
- 'AT1G80380'
- 'AT1G56300'
- 'AT3G54880'
- 'AT5G06300'
- 'AT4G35750'
- 'AT3G49870'
- 'AT1G71950'
- 'AT5G40930'
- 'AT5G13330'
- 'AT5G02230'
- 'AT5G40690'
- 'AT1G19400'
- 'AT3G29575'
- 'AT1G53560'
- 'AT2G39110'
- 'AT1G76980'
- 'AT3G06500'
- 'AT3G29035'
- 'AT1G15010'
- 'AT1G14860'
- 'AT5G20790'
- 'AT3G14595'
- 'AT4G38060'
- 'AT5G20150'
- 'AT3G47420'
- 'AT3G51500'
- 'AT2G35730'
- 'AT1G13360'
- 'AT1G48745'
- 'AT5G01410'
- 'AT3G63310'
- 'AT1G70780'
- 'AT1G18860'
- 'AT3G26690'
- 'AT4G27350'
- 'AT4G26050'
- 'AT1G80160'
- 'AT1G78070'
- 'AT5G13750'
- 'AT1G15100'
- 'AT1G21360'
- 'AT4G12040'
- 'AT1G10140'
- 'AT1G53633'
- 'AT1G01140'
- 'AT5G49440'
- 'AT5G25280'
- 'AT4G35770'
- 'AT2G23120'
- 'AT3G19390'
- 'AT1G50290'
- 'AT5G43460'
- 'AT1G58190'
- 'AT2G17440'
- 'AT5G41080'
- 'AT3G53150'
- 'AT1G09794'
- 'AT5G05440'
- 'AT1G22985'
- 'AT4G24230'
- 'AT5G47740'
- 'AT3G48020'
- 'AT1G67480'
- 'AT1G28330'
- 'AT3G13310'
- 'AT3G15352'
- 'AT5G24530'
- 'AT1G02340'
- 'AT4G03510'
- 'AT1G02610'
- 'AT2G27820'
- 'AT5G15190'
- 'AT1G72020'
- 'AT5G06760'
- 'AT3G12500'
- 'AT5G11110'
- 'AT1G72690'
- 'AT1G58180'
- 'AT4G40060'
- 'AT3G60300'
- 'AT5G06839'
- 'AT4G22820'
- 'AT1G54290'
- 'AT2G39705'
- 'AT1G22990'
- 'AT1G08570'
- 'AT1G53580'
- 'AT4G29670'
- 'AT3G04854'
- 'AT4G00895'
- 'AT4G16760'
- 'AT1G24440'
- 'AT3G51540'
- 'AT4G33470'
- 'AT2G43570'
- 'AT2G23340'
- 'AT1G70290'
- 'AT5G22920'
- 'AT5G43830'
- 'AT2G16790'
- 'AT5G21940'
- 'AT5G49940'
- 'AT5G50960'
- 'AT3G17790'
- 'AT1G73920'
- 'AT1G69750'
- 'AT1G15230'
- 'AT2G41410'
- 'AT4G34350'
- 'AT3G07565'
- 'AT4G22070'
- 'AT5G20250'
- 'AT2G23090'
- 'AT5G54760'
- 'AT4G37790'
- 'AT4G26710'
- 'AT5G47040'
- 'AT3G15356'
- 'AT2G28710'
- 'AT4G23760'
- 'AT3G15450'
- 'AT2G47890'
- 'AT3G52220'
- 'AT2G26660'
- 'AT5G40340'
- 'AT4G38932'
- 'AT5G24140'
- 'AT3G47340'
- 'AT4G19230'
- 'AT2G47380'
- 'AT1G79390'
- 'AT2G27480'
- 'AT2G45980'
- 'AT1G52245'
- 'AT5G52200'
- 'AT3G07480'
- 'AT1G68440'
- 'AT5G12880'
- 'AT1G09140'
- 'AT1G07040'
- 'AT3G54680'
- 'AT3G59050'
- 'AT3G01430'
- 'AT3G44326'
- 'AT1G52347'
- 'AT1G13245'
- 'AT2G41190'
- 'AT5G14470'
- 'AT5G16470'
- 'AT1G72175'
- 'AT3G04730'
- 'AT1G69790'
- 'AT2G02300'
- 'AT1G79270'
- 'AT4G37830'
- 'AT5G47890'
- 'AT4G14430'
- 'AT5G03190'
- 'AT2G39800'
- 'AT1G68820'
- 'AT5G12190'
- 'AT2G20080'
- 'AT3G10500'
- 'AT5G58730'
- 'AT5G62920'
- 'AT1G51650'
- $GEP_6
-
- 'AT1G12090'
- 'AT2G45180'
- 'AT1G20190'
- 'AT5G13930'
- 'AT1G76090'
- 'AT1G20010'
- 'AT1G12845'
- 'AT1G78570'
- 'AT2G06850'
- 'AT1G29025'
- 'AT5G19340'
- 'AT5G08640'
- 'AT5G65380'
- 'AT3G50640'
- 'AT5G07190'
- 'AT4G32460'
- 'AT5G15230'
- 'AT5G64620'
- 'AT1G08200'
- 'AT1G76670'
- 'AT3G05150'
- 'AT5G05270'
- 'AT4G12880'
- 'AT3G23810'
- 'AT2G47460'
- 'AT3G55120'
- 'AT5G49360'
- 'AT5G48880'
- 'AT3G12610'
- 'AT2G39010'
- 'AT1G12240'
- 'AT5G62210'
- 'AT4G30420'
- 'AT4G28040'
- 'AT1G76470'
- 'AT3G18830'
- 'AT5G02270'
- 'AT1G17300'
- 'AT1G07985'
- 'AT1G19450'
- 'AT5G65390'
- 'AT2G14890'
- 'AT5G47770'
- 'AT5G11420'
- 'AT2G42570'
- 'AT1G62660'
- 'AT3G51240'
- 'AT1G64640'
- 'AT5G18840'
- 'AT1G44575'
- 'AT1G76160'
- 'AT3G07010'
- 'AT3G25290'
- 'AT1G50010'
- 'AT3G54770'
- 'AT1G78040'
- 'AT2G02950'
- 'AT2G46930'
- 'AT1G62510'
- 'AT2G38170'
- 'AT2G41660'
- 'AT1G70370'
- 'AT2G48020'
- 'AT5G66580'
- 'AT1G05870'
- 'AT1G11545'
- 'AT3G07460'
- 'AT1G14290'
- 'AT5G25460'
- 'AT5G07990'
- 'AT3G17390'
- 'AT2G23910'
- 'AT1G64920'
- 'AT5G41790'
- 'AT3G24750'
- 'AT5G02000'
- 'AT5G17050'
- 'AT3G12120'
- 'AT2G16580'
- 'AT2G03350'
- 'AT3G09300'
- 'AT2G38300'
- 'AT1G45130'
- 'AT3G20100'
- 'AT5G05170'
- 'AT4G25260'
- 'AT4G30430'
- 'AT1G63330'
- 'AT5G03150'
- 'AT5G49280'
- 'AT3G01220'
- 'AT5G15350'
- 'AT4G11010'
- 'AT1G55360'
- 'AT1G04820'
- 'AT1G08500'
- 'AT1G15550'
- 'AT2G05790'
- 'AT2G35880'
- 'AT2G36080'
- 'AT1G65060'
- 'AT4G32410'
- 'AT5G64330'
- 'AT4G31340'
- 'AT1G09750'
- 'AT1G10960'
- 'AT2G34070'
- 'AT5G44110'
- 'AT2G34770'
- 'AT1G20840'
- 'AT5G42100'
- 'AT4G30410'
- 'AT3G10520'
- 'AT4G12730'
- 'AT3G06650'
- 'AT1G64980'
- 'AT2G29390'
- 'AT2G02780'
- 'AT4G34720'
- 'AT2G03680'
- 'AT1G62580'
- 'AT3G27770'
- 'AT3G23530'
- 'AT1G75780'
- 'AT4G01410'
- 'AT3G11900'
- 'AT3G21670'
- 'AT1G76490'
- 'AT1G26960'
- 'AT1G70280'
- 'AT5G66310'
- 'AT4G35660'
- 'AT2G17420'
- 'AT5G60920'
- 'AT3G21560'
- 'AT2G23690'
- 'AT2G29125'
- 'AT5G02550'
- 'AT1G75680'
- 'AT3G57520'
- 'AT1G06700'
- 'AT5G59770'
- 'AT5G52240'
- 'AT5G38550'
- 'AT5G64740'
- 'AT5G42860'
- 'AT5G13710'
- 'AT5G67480'
- 'AT4G19410'
- 'AT4G30060'
- 'AT4G26940'
- 'AT2G39130'
- 'AT1G78300'
- 'AT3G20110'
- 'AT1G08510'
- 'AT3G58620'
- 'AT5G10990'
- 'AT4G20870'
- 'AT3G26590'
- 'AT5G07110'
- 'AT4G39070'
- 'AT3G61580'
- 'AT3G61660'
- 'AT4G32530'
- 'AT2G06925'
- 'AT3G11210'
- 'AT1G79410'
- 'AT2G38700'
- 'AT1G29470'
- 'AT3G06770'
- 'AT5G60400'
- 'AT4G18360'
- 'AT5G03760'
- 'AT5G67360'
- 'AT5G52250'
- 'AT3G47980'
- 'AT4G37520'
- 'AT4G15480'
- 'AT2G22125'
- 'AT1G49500'
- 'AT2G40260'
- 'AT3G23930'
- 'AT1G14280'
- 'AT2G26190'
- 'AT3G59140'
- 'AT5G22020'
- 'AT4G19120'
- 'AT4G27760'
- 'AT1G70900'
- 'AT1G69530'
- 'AT5G15530'
- 'AT1G22740'
- 'AT5G62280'
- 'AT3G19820'
- 'AT3G58120'
- 'AT5G49300'
- 'AT2G42900'
- 'AT3G02580'
- 'AT5G47780'
- 'AT5G22310'
- $GEP_7
-
- 'AT1G05660'
- 'AT2G43890'
- 'AT3G08030'
- 'AT2G33790'
- 'AT1G13590'
- 'AT5G40330'
- 'AT3G21680'
- 'AT3G28910'
- 'AT1G53130'
- 'AT2G41810'
- 'AT5G15150'
- 'AT1G05530'
- 'AT4G22930'
- 'AT4G22230'
- 'AT5G48900'
- 'AT3G43720'
- 'AT1G32210'
- 'AT3G04120'
- 'AT1G23490'
- 'AT1G54890'
- 'AT4G30650'
- 'AT5G51500'
- 'AT1G41830'
- 'AT5G63800'
- 'AT5G01330'
- 'AT2G17500'
- 'AT1G76640'
- 'AT4G21850'
- 'AT3G15370'
- 'AT5G19760'
- 'AT4G22010'
- 'AT2G21160'
- 'AT1G56330'
- 'AT2G37260'
- 'AT2G37640'
- 'AT5G53560'
- 'AT4G03190'
- 'AT2G24400'
- 'AT5G65640'
- 'AT1G26945'
- 'AT5G43330'
- 'AT5G48580'
- 'AT5G20500'
- 'AT3G52770'
- 'AT4G21840'
- 'AT2G34560'
- 'AT1G50430'
- 'AT2G23310'
- 'AT1G57590'
- 'AT2G44740'
- 'AT1G69780'
- 'AT4G28240'
- 'AT2G37120'
- 'AT1G27950'
- 'AT3G25220'
- 'AT1G29280'
- 'AT4G21570'
- 'AT5G51490'
- 'AT3G28200'
- 'AT5G59510'
- 'AT4G32000'
- 'AT1G68150'
- 'AT3G17780'
- 'AT5G56360'
- 'AT5G48810'
- 'AT1G14670'
- 'AT5G10780'
- 'AT1G10630'
- 'AT1G69510'
- 'AT5G10260'
- 'AT2G37250'
- 'AT2G33470'
- 'AT3G17210'
- 'AT5G03345'
- 'AT4G38400'
- 'AT3G20360'
- 'AT3G05020'
- 'AT4G29270'
- 'AT2G46410'
- 'AT3G17860'
- 'AT4G27860'
- 'AT1G15180'
- 'AT3G06150'
- 'AT4G14420'
- 'AT5G63400'
- 'AT1G54630'
- 'AT4G33780'
- 'AT2G17380'
- 'AT2G04090'
- 'AT3G55440'
- 'AT5G55940'
- 'AT1G01050'
- 'AT1G52600'
- 'AT4G26540'
- 'AT2G16510'
- 'AT2G22121'
- 'AT5G16440'
- 'AT5G06270'
- 'AT4G16190'
- 'AT1G19130'
- 'AT3G01390'
- 'AT1G48440'
- 'AT4G15230'
- 'AT3G03160'
- 'AT1G63010'
- 'AT1G61790'
- 'AT1G22840'
- 'AT1G18193'
- 'AT2G29960'
- 'AT3G58850'
- 'AT3G25040'
- 'AT4G30550'
- 'AT5G47550'
- 'AT1G09630'
- 'AT5G35630'
- 'AT4G02500'
- 'AT1G65845'
- 'AT5G13210'
- 'AT1G69460'
- 'AT1G47640'
- 'AT4G29735'
- 'AT4G22300'
- 'AT4G32470'
- 'AT2G29020'
- 'AT4G28650'
- 'AT1G09330'
- 'AT1G55840'
- 'AT2G34300'
- 'AT2G42870'
- 'AT2G42210'
- 'AT4G12590'
- 'AT4G24972'
- 'AT4G34260'
- 'AT4G03560'
- 'AT1G02230'
- 'AT2G29670'
- 'AT1G29330'
- 'AT4G32130'
- 'AT5G56260'
- 'AT5G07960'
- 'AT3G15710'
- 'AT4G25250'
- 'AT2G24765'
- 'AT1G05210'
- 'AT1G10030'
- 'AT3G53160'
- 'AT4G02580'
- 'AT5G39570'
- 'AT1G64950'
- 'AT3G19200'
- 'AT2G41780'
- 'AT1G06620'
- 'AT1G16850'
- 'AT1G26700'
- 'AT2G26370'
- 'AT3G46430'
- 'AT3G23560'
- 'AT4G30660'
- 'AT5G20550'
- 'AT5G24400'
- 'AT1G79660'
- 'AT1G05620'
- 'AT1G73250'
- 'AT5G47030'
- 'AT3G28740'
- 'AT5G65810'
- 'AT1G48160'
- 'AT4G33220'
- 'AT4G25350'
- 'AT3G15480'
- 'AT1G78660'
- 'AT5G20165'
- 'AT3G20790'
- 'AT2G18040'
- 'AT2G20760'
- 'AT3G60530'
- 'AT5G67590'
- 'AT2G45200'
- 'AT2G32520'
- 'AT3G21250'
- 'AT2G47170'
- 'AT1G73160'
- 'AT1G08890'
- 'AT4G34800'
- 'AT2G39780'
- 'AT1G77350'
- 'AT1G30110'
- 'AT1G29310'
- 'AT3G60220'
- 'AT5G49540'
- 'AT4G27950'
- 'AT5G64130'
- 'AT1G16560'
- 'AT4G15765'
- 'AT3G26740'
- 'AT1G23480'
- 'AT4G39390'
- 'AT1G75630'
- 'AT3G27950'
- 'AT1G64090'
- $GEP_8
-
- 'AT4G30450'
- 'AT4G33550'
- 'AT1G20160'
- 'AT3G53980'
- 'AT2G30860'
- 'AT4G30460'
- 'AT1G02500'
- 'AT3G25190'
- 'AT1G22410'
- 'AT2G39510'
- 'AT4G28410'
- 'AT1G10682'
- 'AT5G47720'
- 'AT3G03780'
- 'AT4G34050'
- 'AT3G23430'
- 'AT2G44300'
- 'AT2G36880'
- 'AT2G30490'
- 'AT5G19730'
- 'AT2G44160'
- 'AT1G48850'
- 'AT1G31050'
- 'AT5G05960'
- 'AT4G13940'
- 'AT1G80050'
- 'AT1G74458'
- 'AT4G39675'
- 'AT3G11630'
- 'AT4G13930'
- 'AT2G43910'
- 'AT1G60710'
- 'AT2G37040'
- 'AT4G34620'
- 'AT1G67080'
- 'AT5G48930'
- 'AT3G10340'
- 'AT1G51680'
- 'AT4G17030'
- 'AT5G54980'
- 'AT5G10580'
- 'AT1G48600'
- 'AT1G11840'
- 'AT3G62040'
- 'AT1G60680'
- 'AT3G61440'
- 'AT2G35120'
- 'AT1G23760'
- 'AT3G21240'
- 'AT3G08040'
- 'AT1G16350'
- 'AT3G26610'
- 'AT5G13420'
- 'AT4G04830'
- 'AT1G44800'
- 'AT2G40900'
- 'AT5G51970'
- 'AT3G27890'
- 'AT5G43180'
- 'AT1G19570'
- 'AT3G23800'
- 'AT2G32720'
- 'AT2G24580'
- 'AT5G03300'
- 'AT3G61990'
- 'AT3G54890'
- 'AT3G29240'
- 'AT2G21170'
- 'AT1G13440'
- 'AT1G74100'
- 'AT1G28680'
- 'AT3G01120'
- 'AT1G75750'
- 'AT3G45700'
- 'AT2G40970'
- 'AT1G78090'
- 'AT1G65930'
- 'AT2G40890'
- 'AT5G17920'
- 'AT1G06680'
- 'AT5G09760'
- 'AT1G76800'
- 'AT4G11211'
- 'AT1G79180'
- 'AT1G79550'
- 'AT5G64350'
- 'AT4G37930'
- 'AT3G47470'
- 'AT1G01070'
- 'AT3G02850'
- 'AT2G02100'
- 'AT2G27510'
- 'AT5G09650'
- 'AT4G29100'
- 'AT4G22570'
- 'AT4G01450'
- 'AT4G23500'
- 'AT4G22212'
- 'AT3G62030'
- 'AT2G05830'
- 'AT5G22630'
- 'AT2G36530'
- 'AT1G16310'
- 'AT3G20390'
- 'AT4G23496'
- 'AT2G37460'
- 'AT1G21050'
- 'AT2G25450'
- 'AT4G33770'
- 'AT1G11860'
- 'AT5G13120'
- 'AT1G49310'
- 'AT5G20700'
- 'AT2G22250'
- 'AT5G54160'
- 'AT1G30760'
- 'AT2G38600'
- 'AT3G19000'
- 'AT1G02460'
- 'AT2G18800'
- 'AT1G19660'
- 'AT1G18140'
- 'AT1G52760'
- 'AT2G18570'
- 'AT4G01150'
- 'AT2G01140'
- 'AT2G23610'
- 'AT4G12390'
- 'AT1G26630'
- 'AT2G30080'
- 'AT1G61520'
- 'AT2G28190'
- 'AT2G19110'
- 'AT3G46130'
- 'AT3G54390'
- 'AT1G60950'
- 'AT4G22310'
- 'AT5G07322'
- 'AT2G30870'
- 'AT5G17770'
- 'AT5G23760'
- 'AT4G08290'
- 'AT5G20720'
- 'AT2G36290'
- 'AT4G10340'
- 'AT3G28950'
- 'AT2G22122'
- 'AT5G16040'
- 'AT2G23600'
- 'AT2G36120'
- 'AT3G02360'
- 'AT4G22160'
- 'AT1G73660'
- 'AT5G47870'
- 'AT4G01850'
- 'AT2G24260'
- 'AT2G45290'
- 'AT5G56500'
- 'AT4G25760'
- 'AT5G03995'
- 'AT1G27130'
- 'AT3G61490'
- 'AT4G15960'
- 'AT1G28580'
- 'AT3G52880'
- 'AT3G52930'
- 'AT1G23820'
- 'AT1G74660'
- 'AT4G08300'
- 'AT5G23050'
- 'AT5G07835'
- 'AT1G66240'
- 'AT4G35090'
- 'AT4G03280'
- 'AT5G40760'
- 'AT2G05430'
- 'AT4G06744'
- 'AT1G27450'
- 'AT3G61470'
- 'AT1G12000'
- 'AT4G26555'
- 'AT5G66120'
- 'AT5G62630'
- 'AT3G06350'
- 'AT2G37220'
- 'AT4G04810'
- 'AT5G24760'
- 'AT1G12050'
- 'AT2G24090'
- 'AT4G16450'
- 'AT3G03980'
- 'AT5G28510'
- 'AT3G17185'
- 'AT1G56700'
- 'AT1G63290'
- 'AT3G23490'
- 'AT2G37870'
- 'AT5G46730'
- 'AT5G44720'
- 'AT3G56940'
- $GEP_9
-
- 'AT3G60450'
- 'AT3G03990'
- 'AT1G10370'
- 'AT2G30400'
- 'AT3G16330'
- 'AT2G22860'
- 'AT2G38240'
- 'AT1G76410'
- 'AT5G15960'
- 'AT2G30395'
- 'AT1G43160'
- 'AT4G06746'
- 'AT2G29440'
- 'AT4G24960'
- 'AT2G47950'
- 'AT3G11930'
- 'AT1G66600'
- 'AT1G14890'
- 'AT4G34230'
- 'AT3G50970'
- 'AT1G66050'
- 'AT5G52570'
- 'AT5G13740'
- 'AT1G23800'
- 'AT3G25770'
- 'AT2G46680'
- 'AT4G30530'
- 'AT1G69600'
- 'AT5G61890'
- 'AT1G51760'
- 'AT1G63180'
- 'AT4G05120'
- 'AT2G34140'
- 'AT1G21830'
- 'AT1G60730'
- 'AT4G36990'
- 'AT2G46370'
- 'AT4G34600'
- 'AT3G26830'
- 'AT1G77120'
- 'AT1G08800'
- 'AT3G47510'
- 'AT1G64660'
- 'AT5G12010'
- 'AT1G60750'
- 'AT5G62350'
- 'AT2G46690'
- 'AT5G09255'
- 'AT1G58340'
- 'AT4G18170'
- 'AT4G38810'
- 'AT1G08050'
- 'AT5G54170'
- 'AT5G52310'
- 'AT1G29195'
- 'AT1G28360'
- 'AT3G16800'
- 'AT3G59220'
- 'AT3G49780'
- 'AT4G31780'
- 'AT4G02590'
- 'AT3G04630'
- 'AT4G26080'
- 'AT4G22610'
- 'AT5G64750'
- 'AT1G52890'
- 'AT1G20440'
- 'AT1G30320'
- 'AT1G64720'
- 'AT1G20450'
- 'AT2G20630'
- 'AT3G46110'
- 'AT2G36320'
- 'AT3G22890'
- 'AT2G32240'
- 'AT5G49620'
- 'AT1G13195'
- 'AT2G38530'
- 'AT1G01010'
- 'AT5G24270'
- 'AT2G18860'
- 'AT5G65660'
- 'AT5G49700'
- 'AT3G54140'
- 'AT2G45210'
- 'AT4G21680'
- 'AT5G20020'
- 'AT5G15970'
- 'AT4G15130'
- 'AT2G27830'
- 'AT5G14180'
- 'AT2G28660'
- 'AT5G46700'
- 'AT3G13910'
- 'AT1G15415'
- 'AT1G68500'
- 'AT2G47160'
- 'AT1G07150'
- 'AT5G65870'
- 'AT3G63380'
- 'AT1G52342'
- 'AT2G42430'
- 'AT4G31860'
- 'AT2G28305'
- 'AT1G48000'
- 'AT1G33110'
- 'AT3G57760'
- 'AT1G12950'
- 'AT4G22530'
- 'AT1G21980'
- 'AT1G73165'
- 'AT5G50450'
- 'AT4G13345'
- 'AT1G15420'
- 'AT4G14410'
- 'AT5G13180'
- 'AT1G68290'
- 'AT4G21440'
- 'AT3G54820'
- 'AT5G16650'
- 'AT5G06530'
- 'AT5G54145'
- 'AT5G59780'
- 'AT2G45450'
- 'AT2G36910'
- 'AT5G48070'
- 'AT2G37770'
- 'AT1G66230'
- 'AT3G56770'
- 'AT1G02980'
- 'AT1G03790'
- 'AT1G73880'
- 'AT5G28080'
- 'AT5G56760'
- 'AT1G61660'
- 'AT3G53540'
- 'AT2G04795'
- 'AT5G07580'
- 'AT4G12080'
- 'AT1G69295'
- 'AT4G15120'
- 'AT3G10960'
- 'AT4G27830'
- 'AT1G21520'
- 'AT1G20140'
- 'AT2G37760'
- 'AT1G11400'
- 'AT5G05100'
- 'AT3G20340'
- 'AT5G18400'
- 'AT4G24060'
- 'AT4G34590'
- 'AT4G21500'
- 'AT1G78050'
- 'AT3G54950'
- 'AT1G06570'
- 'AT5G03890'
- 'AT1G27760'
- 'AT1G09795'
- 'AT5G16110'
- 'AT1G21528'
- 'AT2G22800'
- 'AT3G29670'
- 'AT3G50410'
- 'AT5G54390'
- 'AT1G18100'
- 'AT3G48530'
- 'AT5G21280'
- 'AT3G56620'
- 'AT2G41130'
- 'AT4G31100'
- 'AT3G62700'
- 'AT1G63440'
- 'AT1G70800'
- 'AT1G20630'
- 'AT1G30820'
- 'AT1G72680'
- 'AT1G73390'
- 'AT1G16320'
- 'AT5G12170'
- 'AT1G13960'
- 'AT2G46080'
- 'AT4G34990'
- 'AT4G07270'
- 'AT5G59480'
- 'AT4G33540'
- 'AT3G02480'
- 'AT4G31820'
- 'AT2G14520'
- 'AT1G16510'
- 'AT4G20970'
- 'AT5G51850'
- 'AT3G57750'
- 'AT3G57390'
- 'AT4G30960'
- 'AT1G07200'
- 'AT4G31110'
- 'AT5G58700'
- 'AT1G34418'
- 'AT1G70581'
In [75]:
length(GEP_list)
length(GEP_list[[1]])
30
200
In [78]:
# Perform GO analysis
cluster_GO <- gost(GEP_list, organism = "athaliana", correction_method = "fdr", significant = F, multi_query = F)
cluster_GO_df <- cluster_GO[[1]] # the result data frame
cluster_GO_sig <- filter(cluster_GO_df, p_value<=0.01)
In [79]:
head(cluster_GO_sig, 3)
| query | significant | p_value | term_size | query_size | intersection_size | precision | recall | term_id | source | term_name | effective_domain_size | source_order | parents | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <lgl> | <dbl> | <int> | <int> | <int> | <dbl> | <dbl> | <chr> | <chr> | <chr> | <int> | <int> | <list> | |
| 1 | GEP_1 | TRUE | 1.130733e-07 | 900 | 145 | 25 | 0.1724138 | 0.02777778 | GO:0005911 | GO:CC | cell-cell junction | 20029 | 426 | GO:0070161 |
| 2 | GEP_1 | TRUE | 1.130733e-07 | 900 | 145 | 25 | 0.1724138 | 0.02777778 | GO:0030054 | GO:CC | cell junction | 20029 | 844 | GO:0110165 |
| 3 | GEP_1 | TRUE | 1.130733e-07 | 900 | 145 | 25 | 0.1724138 | 0.02777778 | GO:0070161 | GO:CC | anchoring junction | 20029 | 2375 | GO:0030054 |
In [80]:
sort(unique(cluster_GO_sig$query))
- 'GEP_1'
- 'GEP_10'
- 'GEP_11'
- 'GEP_12'
- 'GEP_13'
- 'GEP_14'
- 'GEP_15'
- 'GEP_16'
- 'GEP_17'
- 'GEP_18'
- 'GEP_19'
- 'GEP_2'
- 'GEP_20'
- 'GEP_21'
- 'GEP_22'
- 'GEP_23'
- 'GEP_24'
- 'GEP_25'
- 'GEP_26'
- 'GEP_27'
- 'GEP_28'
- 'GEP_29'
- 'GEP_3'
- 'GEP_30'
- 'GEP_4'
- 'GEP_5'
- 'GEP_6'
- 'GEP_7'
- 'GEP_8'
- 'GEP_9'
In [81]:
# top terms for each cluster
cluster_GO_sig %>%
filter(source=="GO:BP", intersection_size>=4) %>%
group_by(query) %>%
top_n(5, wt = -p_value) %>%
arrange(desc(p_value)) -> top_GO
GO_n <- cluster_GO_sig %>%
filter(source=="GO:BP", intersection_size>=4) %>%
group_by(term_id) %>%
tally() %>%
arrange(desc(n))
GO_n <- dplyr::rename(GO_n, "n_clusters"=n)
cluster_GO_sig_n <- left_join(cluster_GO_sig, GO_n)
# get all terms for the top ones so that all clusters have values
top_GO_all <- filter(cluster_GO_df, term_id %in% top_GO$term_id)
#spread and plot
top_GO_sel <- select(top_GO_all, query, p_value, term_id, term_name)
spread_GO <- spread(top_GO_sel, key = query, p_value)
spread_GO[is.na(spread_GO)] <- 1
spread_GO_m <- as.matrix(-log10(spread_GO[3:ncol(spread_GO)]))
rownames(spread_GO_m) <- spread_GO$term_name
Joining with `by = join_by(term_id)`
In [82]:
options(repr.plot.width = 20, repr.plot.height = 20)
GO_hm <- Heatmap(spread_GO_m,
name = "-log10_pval",
heatmap_legend_param = list(title_position="topcenter", color_bar = "continuous"),
col = colorRamp2(c(0, 10),
c("beige", "#e31a1c")),
cluster_rows = T,
cluster_columns = T,
use_raster= FALSE,
show_column_names = TRUE,
show_row_names = TRUE,
show_row_dend = TRUE,
show_column_dend = TRUE,
clustering_distance_rows = "pearson",
clustering_distance_columns = "pearson",
row_names_gp = gpar(fontsize = 12))
# padding - bottom, left, top, right
draw(GO_hm, padding = unit(c(15, 15, 5, 80), "mm"), heatmap_legend_side = "left")
In [83]:
getwd()
'/resnick/groups/NolanLab/cchen/mannitol/cnmf/20250722_root_atlas_cnmf'
In [84]:
head(spread_GO)
| term_id | term_name | GEP_1 | GEP_10 | GEP_11 | GEP_12 | GEP_13 | GEP_14 | GEP_15 | GEP_16 | ⋯ | GEP_28 | GEP_29 | GEP_3 | GEP_30 | GEP_4 | GEP_5 | GEP_6 | GEP_7 | GEP_8 | GEP_9 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| <chr> | <chr> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | ⋯ | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | <dbl> | |
| 1 | GO:0000278 | mitotic cell cycle | 0.7544654 | 1.00000000 | 0.72159479 | 1.0000000 | 1.000000e+00 | 1.000000e+00 | 1.0000000 | 1.00000000 | ⋯ | 5.369333e-31 | 1.0000000 | 1.000000e+00 | 1.000000000 | 1.0000000 | 1.00000000 | 0.002066333 | 1.0000000 | 1.00000e+00 | 1.000000e+00 |
| 2 | GO:0006082 | organic acid metabolic process | 0.7320431 | 0.09969248 | 0.08484514 | 0.2773667 | 4.627266e-01 | 3.084666e-03 | 0.2391860 | 0.02186969 | ⋯ | 1.000000e+00 | 1.0000000 | 6.365655e-05 | 0.006505986 | 0.9323475 | 0.11352744 | 0.317255384 | 0.1264501 | 7.29419e-19 | 1.472614e-01 |
| 3 | GO:0006259 | DNA metabolic process | 1.0000000 | 0.98763095 | 1.00000000 | 1.0000000 | 1.000000e+00 | 1.000000e+00 | 0.9943347 | 1.00000000 | ⋯ | 4.573967e-01 | 0.8782392 | 9.930923e-01 | 1.000000000 | 1.0000000 | 1.00000000 | 1.000000000 | 1.0000000 | 1.00000e+00 | 9.878100e-01 |
| 4 | GO:0006260 | DNA replication | 1.0000000 | 0.76940804 | 1.00000000 | 1.0000000 | 1.000000e+00 | 1.000000e+00 | 1.0000000 | 1.00000000 | ⋯ | 5.410571e-02 | 0.9473830 | 1.000000e+00 | 1.000000000 | 1.0000000 | 1.00000000 | 1.000000000 | 1.0000000 | 1.00000e+00 | 1.000000e+00 |
| 5 | GO:0006351 | DNA-templated transcription | 0.9246501 | 0.18266163 | 1.00000000 | 1.0000000 | 2.147645e-07 | 1.245284e-05 | 0.5334849 | 0.98207254 | ⋯ | 9.710182e-01 | 1.0000000 | 7.959725e-01 | 0.746753210 | 0.1747997 | 0.11491785 | 0.975451039 | 0.4291415 | 1.00000e+00 | 7.687229e-05 |
| 6 | GO:0006355 | regulation of DNA-templated transcription | 0.8744609 | 0.11814886 | 1.00000000 | 1.0000000 | 1.084141e-07 | 3.726429e-05 | 0.4192784 | 0.95540202 | ⋯ | 9.710182e-01 | 1.0000000 | 6.965372e-01 | 0.647233471 | 0.1085750 | 0.07235404 | 0.932478184 | 0.3297585 | 1.00000e+00 | 1.327075e-05 |
In [85]:
# Save the result
#write.table(spread_GO,
# "20250722_root_atlas_cnmf_parallel.gene_spectra_score.k_30.dt_0_1_annotated_by_CheWei_GO.txt", sep = "\t",
# row.names = F, col.names = T, quote = F)
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